﻿---
title: Microsoft Defender for Cloud Integration for Elastic
description: The Microsoft Defender for Cloud integration allows you to monitor security alert events and assessments. When integrated with Elastic Security, this...
url: https://www.elastic.co/docs/reference/integrations/microsoft_defender_cloud
products:
  - Elastic integrations
applies_to:
  - Serverless Observability projects: Generally available
  - Serverless Security projects: Generally available
  - Elastic Stack: Generally available since 9.3
---

# Microsoft Defender for Cloud Integration for Elastic
|                                                                                                 |                                 |
|-------------------------------------------------------------------------------------------------|---------------------------------|
| **Version**                                                                                     | 3.10.0 ([View all](#changelog)) |
| **Managed integration release status**                                                          | GA                              |
| **Subscription level**[What's this?](https://www.elastic.co/subscriptions)                      | Basic                           |
| **Developed by**[What's this?](https://www.elastic.co/docs/reference/integrations/developed-by) | Elastic                         |
| **Ingestion method(s)**                                                                         | API, Azure Event Hub            |
| **Minimum Kibana version(s)**                                                                   | 9.3.09.2.49.1.108.19.10         |

<important applies-to="Elastic Stack: Generally available since 9.5">
  You can use this integration as an Elastic Managed integration on Elastic Cloud Hosted deployments running this version or later.
</important>


## Overview

The [Microsoft Defender for Cloud](https://learn.microsoft.com/en-us/azure/defender-for-cloud/defender-for-cloud-introduction) integration allows you to monitor security alert events and assessments. When integrated with Elastic Security, this valuable data can be leveraged within Elastic for analyzing the resources and services that users are protecting through Microsoft Defender.
Use the Microsoft Defender for Cloud integration to collect and parse data from Azure Event Hub, Azure REST API, and then visualize that data in Kibana.

### Compatibility

The Microsoft Defender for Cloud integration uses the Azure REST API. It uses the `2021-06-01` API version for retrieving assessments and the `2019-01-01-preview` API version for retrieving sub-assessments.

### How it works

For the **assessment** data stream, the `/assessments` endpoint retrieves all available assessments for the provided scope, which can be a Subscription ID or a Management Group Name. For each assessment, if sub-assessments are available, we will make another call to collect them. We will aggregate the results from both calls and publish them.

## What data does this integration collect?

This integration collects log messages of the following types:
- `Event`: allows users to preserve a record of security events that occurred on the subscription, which includes real-time events that affect the security of the user's environment. For further information connected to security alerts and type, refer to the [security alerts reference guide](https://learn.microsoft.com/en-us/azure/defender-for-cloud/alerts-reference).
- `Assessment`: collect security assessments on all your scanned resources inside a scope from the [Assessments](https://learn.microsoft.com/en-us/rest/api/defenderforcloud-composite/assessments/list?view=rest-defenderforcloud-composite-latest&tabs=HTTP) and [Sub Assessments](https://learn.microsoft.com/en-us/rest/api/defenderforcloud-composite/sub-assessments/list?view=rest-defenderforcloud-composite-latest&tabs=HTTP) endpoints.


### Supported use cases

Integrating Microsoft Defender for Cloud with Elastic SIEM provides advanced threat protection and security assessments for your cloud services. It monitors security events in real time, offers actionable recommendations to improve your security posture, and helps ensure compliance with industry standards. Leveraging Defender for Cloud integration allows organizations to enhance their cloud security and mitigate potential risks.

## What do I need to use this integration?


### From Elastic

Version 3.0.0 of the Microsoft Defender for Cloud integration adds [Elastic latest transforms](https://www.elastic.co/docs/explore-analyze/transforms/transform-overview#latest-transform-overview). For more details, check the [Transform](https://www.elastic.co/docs/explore-analyze/transforms/transform-setup) setup and requirements.

### From Microsoft Defender for Cloud

Configure the Microsoft Defender for Cloud on Azure subscription. For more detail, refer to the link [here](https://learn.microsoft.com/en-us/azure/defender-for-cloud/get-started).

#### 1. Collecting Data from Microsoft Azure Event Hub

- [Configure continuous export to stream security events to your Azure Event Hub](https://learn.microsoft.com/en-us/azure/defender-for-cloud/continuous-export).


##### Proxy Support

When the Elastic Agent must reach Azure Event Hubs through an HTTP/HTTPS proxy, set the **Event Hubs transport protocol** to **AMQP-over-WebSockets**. This routes Event Hub traffic over HTTPS (port 443) instead of AMQP (port 5671), which allows the proxy to handle it. Selecting AMQP-over-WebSockets automatically sets the processor version to v2.
**Requirements:**
- Elastic Agent 8.19.10, 9.1.10, 9.2.4, or later.
- Set `HTTPS_PROXY` and, if needed, `NO_PROXY` in the Elastic Agent process environment (for example, a systemd drop-in file or container environment variable). These variables apply to the entire agent process, not just this integration. Use `NO_PROXY` to exclude traffic that should bypass the proxy.

**Proxy allowlist:** the proxy must allow HTTPS (port 443) connections to:
- `*.servicebus.windows.net` — Event Hub traffic. Sovereign clouds use a different suffix (for example, `*.servicebus.usgovcloudapi.net` for Azure Government).
- `*.blob.core.windows.net` — checkpoint storage. Sovereign clouds use the storage suffix derived from **Authority Host** (for example, `*.blob.core.usgovcloudapi.net` for Azure Government).
- The authority host (default `login.microsoftonline.com`) — required for client secret authentication.

**TLS-intercepting proxies:** if the proxy performs TLS interception, the corporate CA certificate must be present in the system trust store on the agent host.
**Sovereign clouds:** users on Azure Government, Azure China, or Azure Germany must set the **Authority Host** to the correct login endpoint. Processor v2 derives the storage endpoint suffix from this setting. The **Resource Manager Endpoint** setting is used only by processor v1 and is ignored by v2.
**Note on processor version:** selecting AMQP-over-WebSockets moves the processor from v1 to v2 if the agent was previously running v1. Existing checkpoints are migrated automatically. However, switching back to v1 afterwards resumes from stale v1 checkpoints and may cause duplicate events.

#### 2. Collecting Data from Microsoft Defender for Endpoint API

To allow the integration to ingest data from the Microsoft Defender API, you need to create a new application on your Azure domain. The procedure to create an application is found on the [Create a new Azure Application](https://docs.microsoft.com/en-us/windows/security/threat-protection/microsoft-defender-atp/exposed-apis-create-app-webapp) documentation page.
- [Register a new Azure Application](https://learn.microsoft.com/en-us/rest/api/azure/?view=rest-defenderforcloud-composite-latest#register-your-client-application-with-microsoft-entra-id).
- Assign the required permission: **user_impersonation** in Azure Service Management.
- Assign the built-in **Reader** role to the new application for the required scope, which will be used in the API to retrieve the assessments. For more details, check out the [role assignment using the Azure portal](https://learn.microsoft.com/en-us/azure/role-based-access-control/role-assignments-portal) documentation.
- Once the application is registered, note the following values for use during configuration:
  - Client ID
  - Client Secret
  - Tenant ID


## How do I deploy this integration?

This integration supports both Elastic Managed and Agent-based installations.

### Elastic Managed enabled integration

Elastic Managed integrations are only supported on Elastic Cloud Serverless and Elastic Cloud Hosted deployments. An Elastic Managed integration lets you ingest data from a cloud source while avoiding the orchestration, management, and maintenance associated with standard ingest infrastructure. Elastic runs the collector for you, so you can focus on your data instead of the infrastructure that collects it.
<note>
  When using this integration as an Elastic Managed integration, only the **Collect Assessments from Microsoft Defender for Cloud** data stream is available. This data stream uses inputs compatible with the Elastic Managed deployment mode. Other data streams (Collect Event(Alert and Recommendation) logs from Microsoft Defender for Cloud) require the Azure Event Hubs input, which is not supported in the Elastic Managed deployment mode. To collect data from these data streams, use Elastic Agent.
</note>

For more information, refer to [Elastic Managed integrations](https://www.elastic.co/docs/manage-data/ingest/managed-integrations/managed-integrations) and the [Elastic Managed integrations FAQ](https://www.elastic.co/docs/manage-data/ingest/managed-integrations/managed-integrations-faq).

### Agent-based installation

Elastic Agent must be installed. For more details, check the Elastic Agent [installation instructions](https://docs-demo.elastic.dev/docs/reference/fleet/install-elastic-agents). You can install only one Elastic Agent per host.

## Setup

1. In the top search bar in Kibana, search for **Integrations**.
2. In the search bar, type **Microsoft Defender for Cloud**.
3. Select the **Microsoft Defender for Cloud** integration from the search results.
4. Select **Add Microsoft Defender for Cloud** to add the integration.
5. Enable and configure only the collection methods which you will use.
   - To **Collect Microsoft Defender Cloud logs via API**, you'll need to:
     - Configure **Client ID**, **Client Secret** and **Tenant ID**. Configure either **Subscription ID** or **Management Group Name** as the scope.
   - To **Collect logs from Azure Event Hub**, you'll need to:
     - Choose **Authentication type**: **Connection String** (default) or **Client Secret** (Microsoft Entra ID). For Connection String: configure **Azure Event Hub**, **Connection String**, **Storage Account**, and **storage_account_key**. For Client Secret: configure **Azure Event Hub**, **Consumer Group**, **Tenant ID**, **Client ID**, **Client Secret**, **Event Hub namespace**, and **Storage Account** (no storage key). For client secret setup and required RBAC roles (Azure Event Hubs Data Receiver, Storage Blob Data Contributor), see the [Azure Logs integration](https://docs.elastic.co/integrations/azure) or [Filebeat azure-eventhub input](https://www.elastic.co/guide/en/beats/filebeat/current/filebeat-input-azure-eventhub.html) documentation.
6. Select **Save and continue** to save the integration.


### Validation


#### Dashboards populated

1. In the top search bar in Kibana, search for **Dashboards**.
2. In the search bar, type **microsoft_defender_cloud**.
3. Select a dashboard for the dataset you are collecting, and verify the dashboard information is populated.


#### Transforms healthy

1. In the top search bar in Kibana, search for **Transforms**.
2. Select the **Data / Transforms** from the search results.
3. In the search bar, type **microsoft_defender_cloud**.
4. All transforms from the search results should indicate **Healthy** under the **Health** column.


## Performance and scaling

For more information on architectures that can be used for scaling this integration, check the [Ingest Architectures](https://www.elastic.co/docs/manage-data/ingest/ingest-reference-architectures) documentation.

## Reference


### ECS field reference


#### Event

<dropdown title="Exported fields">
  | Field                                                                           | Description                                                                                                                                                                                                             | Type             |
  |---------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------|
  | @timestamp                                                                      | Event timestamp.                                                                                                                                                                                                        | date             |
  | data_stream.dataset                                                             | Data stream dataset.                                                                                                                                                                                                    | constant_keyword |
  | data_stream.namespace                                                           | Data stream namespace.                                                                                                                                                                                                  | constant_keyword |
  | data_stream.type                                                                | Data stream type.                                                                                                                                                                                                       | constant_keyword |
  | event.dataset                                                                   | Event dataset.                                                                                                                                                                                                          | constant_keyword |
  | event.module                                                                    | Event module.                                                                                                                                                                                                           | constant_keyword |
  | input.type                                                                      | Type of Filebeat input.                                                                                                                                                                                                 | keyword          |
  | log.offset                                                                      | Log offset.                                                                                                                                                                                                             | long             |
  | microsoft_defender_cloud.event.agent_id                                         |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.alert_type                                       | Unique identifier for the detection logic (all alert instances from the same detection logic will have the same alertType).                                                                                             | keyword          |
  | microsoft_defender_cloud.event.assessment_event_data_enrichment.action          |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.assessment_event_data_enrichment.api_version     |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.assessment_event_data_enrichment.is_snapshot     |                                                                                                                                                                                                                         | boolean          |
  | microsoft_defender_cloud.event.azure_resource_id                                |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.compromised_entity                               | The display name of the resource most related to this alert.                                                                                                                                                            | keyword          |
  | microsoft_defender_cloud.event.confidence.level                                 |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.confidence.reasons                               |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.confidence.score                                 |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.correlation_key                                  | Key for corelating related alerts. Alerts with the same correlation key considered to be related.                                                                                                                       | keyword          |
  | microsoft_defender_cloud.event.description                                      | Description of the suspicious activity that was detected.                                                                                                                                                               | keyword          |
  | microsoft_defender_cloud.event.display_name                                     | The display name of the alert.                                                                                                                                                                                          | keyword          |
  | microsoft_defender_cloud.event.end_time_utc                                     | The UTC time of the last event or activity included in the alert in ISO8601 format.                                                                                                                                     | date             |
  | microsoft_defender_cloud.event.entities.aad_tenant_id                           |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.aad_user_id                             |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.account.ref                             |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.address                                 |                                                                                                                                                                                                                         | ip               |
  | microsoft_defender_cloud.event.entities.algorithm                               |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.amazon_resource_id                      |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.asset                                   |                                                                                                                                                                                                                         | boolean          |
  | microsoft_defender_cloud.event.entities.azure_id                                |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.blob_container.ref                      |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.category                                |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.cloud_resource.ref                      |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.cluster.ref                             |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.command_line                            |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.container_id                            |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.creation_time_utc                       |                                                                                                                                                                                                                         | date             |
  | microsoft_defender_cloud.event.entities.directory                               |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.dns_domain                              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.domain_name                             |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.elevation_token                         |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.end_time_utc                            |                                                                                                                                                                                                                         | date             |
  | microsoft_defender_cloud.event.entities.etag                                    |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.file_hashes.algorithm                   |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.file_hashes.asset                       |                                                                                                                                                                                                                         | boolean          |
  | microsoft_defender_cloud.event.entities.file_hashes.id                          |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.file_hashes.ref                         |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.file_hashes.type                        |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.file_hashes.value                       |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.files.ref                               |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.host.ref                                |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.host_ip_address.ref                     |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.host_name                               |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.id                                      |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.image.ref                               |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.image_file.ref                          |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.image_id                                |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.ip_addresses.address                    |                                                                                                                                                                                                                         | ip               |
  | microsoft_defender_cloud.event.entities.ip_addresses.asset                      |                                                                                                                                                                                                                         | boolean          |
  | microsoft_defender_cloud.event.entities.ip_addresses.id                         |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.ip_addresses.location.asn               |                                                                                                                                                                                                                         | long             |
  | microsoft_defender_cloud.event.entities.ip_addresses.location.city              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.ip_addresses.location.country_code      |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.ip_addresses.location.country_name      |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.ip_addresses.location.latitude          |                                                                                                                                                                                                                         | double           |
  | microsoft_defender_cloud.event.entities.ip_addresses.location.longitude         |                                                                                                                                                                                                                         | double           |
  | microsoft_defender_cloud.event.entities.ip_addresses.location.state             |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.ip_addresses.type                       |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.is_domain_joined                        |                                                                                                                                                                                                                         | boolean          |
  | microsoft_defender_cloud.event.entities.is_valid                                |                                                                                                                                                                                                                         | boolean          |
  | microsoft_defender_cloud.event.entities.location.asn                            |                                                                                                                                                                                                                         | long             |
  | microsoft_defender_cloud.event.entities.location.carrier                        |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.location.city                           |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.location.cloud_provider                 |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.location.country_code                   |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.location.country_name                   |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.location.latitude                       |                                                                                                                                                                                                                         | double           |
  | microsoft_defender_cloud.event.entities.location.longitude                      |                                                                                                                                                                                                                         | double           |
  | microsoft_defender_cloud.event.entities.location.organization                   |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.location.organization_type              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.location.state                          |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.location.system_service                 |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.location_type                           |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.location_value                          |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.logon_id                                |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.name                                    |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.namespace.ref                           |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.net_bios_name                           |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.nt_domain                               |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.object_guid                             |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.oms_agent_id                            |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.os_family                               |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.os_version                              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.parent_process.ref                      |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.pod.ref                                 |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.process_id                              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.project_id                              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.protocol                                |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.ref                                     |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.related_azure_resource_ids              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.resource_id                             |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.resource_name                           |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.resource_type                           |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.session_id                              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.sid                                     |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.source_address.ref                      |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.start_time_utc                          |                                                                                                                                                                                                                         | date             |
  | microsoft_defender_cloud.event.entities.storage_resource.ref                    |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.threat_intelligence.confidence          |                                                                                                                                                                                                                         | double           |
  | microsoft_defender_cloud.event.entities.threat_intelligence.description         |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.threat_intelligence.name                |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.threat_intelligence.provider_name       |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.threat_intelligence.report_link         |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.threat_intelligence.type                |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.type                                    |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.upn_suffix                              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.url                                     |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.entities.value                                   |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.event_type                                       |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.extended_links.category                          | Links related to the alert                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.event.extended_links.href                              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.extended_links.label                             |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.extended_links.type                              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.extended_properties                              | Custom properties for the alert.                                                                                                                                                                                        | flattened        |
  | microsoft_defender_cloud.event.id                                               | Resource Id.                                                                                                                                                                                                            | keyword          |
  | microsoft_defender_cloud.event.intent                                           | The kill chain related intent behind the alert. For list of supported values, and explanations of Azure Security Center's supported kill chain intents.                                                                 | keyword          |
  | microsoft_defender_cloud.event.is_incident                                      | This field determines whether the alert is an incident (a compound grouping of several alerts) or a single alert.                                                                                                       | boolean          |
  | microsoft_defender_cloud.event.kind                                             |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.location                                         |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.name                                             | Resource name.                                                                                                                                                                                                          | keyword          |
  | microsoft_defender_cloud.event.processing_end_time                              | The UTC processing end time of the alert in ISO8601 format.                                                                                                                                                             | date             |
  | microsoft_defender_cloud.event.product.name                                     | The name of the product which published this alert (Microsoft Sentinel, Microsoft Defender for Identity, Microsoft Defender for Endpoint, Microsoft Defender for Office, Microsoft Defender for Cloud Apps, and so on). | keyword          |
  | microsoft_defender_cloud.event.properties.additional_data                       |                                                                                                                                                                                                                         | flattened        |
  | microsoft_defender_cloud.event.properties.assessment.definitions                |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.assessment.details_link               |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.assessment.type                       |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.category                              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.definition.display_name               |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.definition.id                         |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.definition.max_score                  |                                                                                                                                                                                                                         | long             |
  | microsoft_defender_cloud.event.properties.definition.name                       |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.definition.source_type                |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.definition.type                       |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.description                           |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.display_name                          |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.environment                           |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.failed_resources                      |                                                                                                                                                                                                                         | long             |
  | microsoft_defender_cloud.event.properties.healthy_resource_count                |                                                                                                                                                                                                                         | long             |
  | microsoft_defender_cloud.event.properties.id                                    |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.impact                                |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.links.azure_portal                    |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.metadata.assessment_type              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.metadata.categories                   |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.metadata.description                  |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.metadata.display_name                 |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.metadata.implementation_effort        |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.metadata.policy_definition_id         |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.metadata.preview                      |                                                                                                                                                                                                                         | boolean          |
  | microsoft_defender_cloud.event.properties.metadata.remediation_description      |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.metadata.severity                     |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.metadata.threats                      |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.metadata.user_impact                  |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.not_applicable_resource_count         |                                                                                                                                                                                                                         | long             |
  | microsoft_defender_cloud.event.properties.passed_resources                      |                                                                                                                                                                                                                         | long             |
  | microsoft_defender_cloud.event.properties.remediation                           |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.resource_details.id                   |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.resource_details.machine_name         |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.resource_details.source               |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.resource_details.source_computer_id   |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.resource_details.type                 |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.resource_details.vm_uuid              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.resource_details.workspace_id         |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.score.current                         |                                                                                                                                                                                                                         | double           |
  | microsoft_defender_cloud.event.properties.score.max                             |                                                                                                                                                                                                                         | long             |
  | microsoft_defender_cloud.event.properties.score.percentage                      |                                                                                                                                                                                                                         | double           |
  | microsoft_defender_cloud.event.properties.skipped_resources                     |                                                                                                                                                                                                                         | long             |
  | microsoft_defender_cloud.event.properties.state                                 |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.status.cause                          |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.status.code                           |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.status.description                    |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.status.first_evaluation_date          |                                                                                                                                                                                                                         | date             |
  | microsoft_defender_cloud.event.properties.status.severity                       |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.status.status_change_date             |                                                                                                                                                                                                                         | date             |
  | microsoft_defender_cloud.event.properties.status.type                           |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.time_generated                        |                                                                                                                                                                                                                         | date             |
  | microsoft_defender_cloud.event.properties.type                                  |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.properties.unhealthy_resource_count              |                                                                                                                                                                                                                         | long             |
  | microsoft_defender_cloud.event.properties.weight                                |                                                                                                                                                                                                                         | long             |
  | microsoft_defender_cloud.event.provider_alert_status                            |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.remediation_steps                                | Manual action items to take to remediate the alert.                                                                                                                                                                     | keyword          |
  | microsoft_defender_cloud.event.resource_identifiers.aad_tenant_id               |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.resource_identifiers.agent_id                    | (optional) The LogAnalytics agent id reporting the event that this alert is based on.                                                                                                                                   | keyword          |
  | microsoft_defender_cloud.event.resource_identifiers.azure_id                    | ARM resource identifier for the cloud resource being alerted on                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.resource_identifiers.azure_tenant_id             |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.resource_identifiers.id                          | The resource identifiers that can be used to direct the alert to the right product exposure group (tenant, workspace, subscription etc.). There can be multiple identifiers of different type per alert.                | keyword          |
  | microsoft_defender_cloud.event.resource_identifiers.type                        | There can be multiple identifiers of different type per alert, this field specify the identifier type.                                                                                                                  | keyword          |
  | microsoft_defender_cloud.event.resource_identifiers.workspace_id                | The LogAnalytics workspace id that stores this alert.                                                                                                                                                                   | keyword          |
  | microsoft_defender_cloud.event.resource_identifiers.workspace_resource_group    | The azure resource group for the LogAnalytics workspace storing this alert                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.event.resource_identifiers.workspace_subscription_id   | The azure subscription id for the LogAnalytics workspace storing this alert.                                                                                                                                            | keyword          |
  | microsoft_defender_cloud.event.security_event_data_enrichment.action            |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.security_event_data_enrichment.api_version       |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.security_event_data_enrichment.interval          |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.security_event_data_enrichment.is_snapshot       |                                                                                                                                                                                                                         | boolean          |
  | microsoft_defender_cloud.event.security_event_data_enrichment.type              |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.severity                                         | The risk level of the threat that was detected.                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.start_time_utc                                   | The UTC time of the first event or activity included in the alert in ISO8601 format.                                                                                                                                    | date             |
  | microsoft_defender_cloud.event.status                                           | The life cycle status of the alert.                                                                                                                                                                                     | keyword          |
  | microsoft_defender_cloud.event.sub_assessment_event.data_enrichment.action      |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.sub_assessment_event.data_enrichment.api_version |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.sub_assessment_event.data_enrichment.is_snapshot |                                                                                                                                                                                                                         | boolean          |
  | microsoft_defender_cloud.event.sub_assessment_event.data_enrichment.type        |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.system.alert_id                                  | Unique identifier for the alert.                                                                                                                                                                                        | keyword          |
  | microsoft_defender_cloud.event.tags                                             |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.tenant_id                                        |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.time_generated                                   | The UTC time the alert was generated in ISO8601 format.                                                                                                                                                                 | date             |
  | microsoft_defender_cloud.event.type                                             | Resource type.                                                                                                                                                                                                          | keyword          |
  | microsoft_defender_cloud.event.uri                                              | A direct link to the alert page in Azure Portal.                                                                                                                                                                        | keyword          |
  | microsoft_defender_cloud.event.vendor_name                                      | The name of the vendor that raises the alert.                                                                                                                                                                           | keyword          |
  | microsoft_defender_cloud.event.workspace.id                                     |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.workspace.resource_group                         |                                                                                                                                                                                                                         | keyword          |
  | microsoft_defender_cloud.event.workspace.subscription_id                        |                                                                                                                                                                                                                         | keyword          |
</dropdown>


#### Assessment

<dropdown title="Exported fields">
  | Field                                                                                                                                                    | Description                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  | Type             |
  |----------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------|
  | @timestamp                                                                                                                                               | Date/time when the event originated. This is the date/time extracted from the event, typically representing when the event was generated by the source. If the event source has no original timestamp, this value is typically populated by the first time the event was received by the pipeline. Required field for all events.                                                                                                                                                                                            | date             |
  | data_stream.dataset                                                                                                                                      | The field can contain anything that makes sense to signify the source of the data. Examples include `nginx.access`, `prometheus`, `endpoint` etc. For data streams that otherwise fit, but that do not have dataset set we use the value "generic" for the dataset value. `event.dataset` should have the same value as `data_stream.dataset`. Beyond the Elasticsearch data stream naming criteria noted above, the `dataset` value has additional restrictions:   * Must not contain `-`   * No longer than 100 characters | constant_keyword |
  | data_stream.namespace                                                                                                                                    | A user defined namespace. Namespaces are useful to allow grouping of data. Many users already organize their indices this way, and the data stream naming scheme now provides this best practice as a default. Many users will populate this field with `default`. If no value is used, it falls back to `default`. Beyond the Elasticsearch index naming criteria noted above, `namespace` value has the additional restrictions:   * Must not contain `-`   * No longer than 100 characters                                | constant_keyword |
  | data_stream.type                                                                                                                                         | An overarching type for the data stream. Currently allowed values are "logs" and "metrics". We expect to also add "traces" and "synthetics" in the near future.                                                                                                                                                                                                                                                                                                                                                              | constant_keyword |
  | event.dataset                                                                                                                                            | Name of the dataset. If an event source publishes more than one type of log or events (e.g. access log, error log), the dataset is used to specify which one the event comes from. It's recommended but not required to start the dataset name with the module name, followed by a dot, then the dataset name.                                                                                                                                                                                                               | constant_keyword |
  | event.module                                                                                                                                             | Name of the module this data is coming from. If your monitoring agent supports the concept of modules or plugins to process events of a given source (e.g. Apache logs), `event.module` should contain the name of this module.                                                                                                                                                                                                                                                                                              | constant_keyword |
  | input.type                                                                                                                                               | Type of filebeat input.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      | keyword          |
  | log.offset                                                                                                                                               | Log offset.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  | long             |
  | microsoft_defender_cloud.assessment.additional_data.can_onboard_to_byol                                                                                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | boolean          |
  | microsoft_defender_cloud.assessment.additional_data.controller_name                                                                                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.controller_type                                                                                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.cves.base_score                                                                                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | float            |
  | microsoft_defender_cloud.assessment.additional_data.cves.cve                                                                                             |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.cves.severity                                                                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.cves_count                                                                                           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | long             |
  | microsoft_defender_cloud.assessment.additional_data.digest                                                                                               |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.edrs_found                                                                                           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.highest_severity                                                                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.identity_designate_less_than_xowners_object_id_list                                                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.image_uri                                                                                            |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.inventory_source                                                                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.k8s_cluster_id                                                                                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.k8s_cluster_name                                                                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.max_cvss30_score                                                                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | float            |
  | microsoft_defender_cloud.assessment.additional_data.namespace                                                                                            |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.nsg_open_ports                                                                                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | long             |
  | microsoft_defender_cloud.assessment.additional_data.os_distribution                                                                                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.os_type                                                                                              |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.pod_name                                                                                             |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.repo                                                                                                 |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.resource_name                                                                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.resource_provider                                                                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.resource_type                                                                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.resource_url                                                                                         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.role_and_scope                                                                                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.affected_nodes                                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.aggregate_server_resource_metadata.managed_aggregate_resource_id      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.aggregate_server_resource_metadata.managed_pool_name                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.artifact_details.artifact_type                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.artifact_details.digest                                               |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.artifact_details.registry_host                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.artifact_details.repository_name                                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.assessed_resource_type                                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cluster_details.cluster_name                                          |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cluster_details.cluster_resource_id                                   |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.cvss_score                                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | float            |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.cvss_vector_string                                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.cvss_version                                                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.description                                                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.exploit_types                                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.exploitability_level                                              |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.has_public_exploit                                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | boolean          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.is_exploit_in_kit                                                 |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | boolean          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.is_exploit_verified                                               |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | boolean          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.is_zero_day                                                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | boolean          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.last_modified_date                                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | date             |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.published_date                                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | date             |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.severity                                                          |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve.title                                                             |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_edges_details.cve_id_as_source_node_id                            |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.cvss_score                                                   |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | float            |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.cvss_vector_string                                           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.cvss_version                                                 |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.description                                                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.exploit_types                                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.exploitability_level                                         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.has_public_exploit                                           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | boolean          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.is_exploit_in_kit                                            |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | boolean          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.is_exploit_verified                                          |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | boolean          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.is_zero_day                                                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | boolean          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.last_modified_date                                           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | date             |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.published_date                                               |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | date             |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.severity                                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cve_list.title                                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.cvss_v30_score                                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | float            |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.data.resources                                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.data.signature_update_date                                            |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.fixed_cluster_version                                                 |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.fixed_node_pool_version                                               |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.installed_cluster_version                                             |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.installed_node_pool_version                                           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_context.workloads.kind                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_context.workloads.name                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_context.workloads.namespace                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_context.workloads.owned_resources.containers.name          |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_context.workloads.owned_resources.kind                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_context.workloads.owned_resources.name                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_details.cloud                                              |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_details.cluster_kind                                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_details.cluster_name                                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_details.cluster_resource_id                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_details.container_name                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_details.controller_kind                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_details.controller_name                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_details.namespace                                          |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.kubernetes_details.pod_name                                           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.metadata.inventory_source                                             |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.metadata.scanner                                                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.recommended_program                                                   |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.recommended_vendor                                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.recommended_version                                                   |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.resource_id_as_target_node_id.azure_resource_id                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.resource_id_as_target_node_id.target_resource_id                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.resource_id_as_target_node_id.target_resource_type                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.security_gating.evaluated_resource_kind                               |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.security_gating.evaluated_resource_name                               |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.security_gating.request_id                                            |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.category                                             |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.evidence                                             |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.fix_reference.description                            |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.fix_reference.id                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.fix_reference.release_date                           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.fix_reference.url                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.fix_status                                           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.fixed_version                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.language                                             |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.os_details.os_name                                   |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.os_details.os_platform                               |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.os_details.os_version                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.package_name                                         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.patchable                                            |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | boolean          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.vendor                                               |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_details.version                                              |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_name                                                         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_vendor                                                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.software_version                                                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.source                                                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cpe.edition                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cpe.language                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cpe.other                                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cpe.part                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cpe.product                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cpe.software_edition                            |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cpe.target_hardware                             |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cpe.target_software                             |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cpe.update                                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cpe.uri                                         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cpe.vendor                                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cpe.version                                     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cve_id                                          |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cvss_v2.base                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | float            |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cvss_v2.cvss_vector_string                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cvss_v3.base                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | float            |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cvss_v3.cvss_vector_string                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cvss_v4.base                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | float            |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.cvss_v4.cvss_vector_string                      |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.exploitability_assessment.is_in_exploit_kit     |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | boolean          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.exploitability_assessment.is_publicly_disclosed |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | boolean          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.exploitability_assessment.is_verified           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | boolean          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.last_modified_date                              |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | date             |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.published_date                                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | date             |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.references.link                                 |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.references.title                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.severity                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.additional_data.vulnerability_details.weaknesses.cwe.id                               |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.category                                                                              |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.description                                                                           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.display_name                                                                          |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.event_id                                                                              |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.id                                                                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.impact                                                                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.name                                                                                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.remediation                                                                           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.resource_details.id                                                                   |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.resource_details.native_resource_id                                                   |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.resource_details.resource_name                                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.resource_details.resource_provider                                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.resource_details.resource_type                                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.resource_details.source                                                               |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.status.cause                                                                          |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.status.code                                                                           |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.status.description                                                                    |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.status.severity                                                                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.time_generated                                                                        |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessment.type                                                                                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.sub_assessments_link                                                                                 |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.additional_data.tags                                                                                                 |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.class                                                                                                                |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.display_name                                                                                                         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.id                                                                                                                   |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.name                                                                                                                 |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.resource_details.id                                                                                                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.resource_details.native_resource_id                                                                                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.resource_details.resource_id                                                                                         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.resource_details.resource_name                                                                                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.resource_details.resource_provider                                                                                   |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.resource_details.resource_type                                                                                       |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.resource_details.source                                                                                              |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.status.cause                                                                                                         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.status.code                                                                                                          |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.status.description                                                                                                   |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | microsoft_defender_cloud.assessment.status.first_evaluation_date                                                                                         |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | date             |
  | microsoft_defender_cloud.assessment.status.status_change_date                                                                                            |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | date             |
  | microsoft_defender_cloud.assessment.type                                                                                                                 |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | keyword          |
  | observer.vendor                                                                                                                                          | Vendor name of the observer.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | constant_keyword |
  | package.fixed_version                                                                                                                                    | In which version of the package the vulnerability was fixed.                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | keyword          |
  | resource.id                                                                                                                                              | The ID of the resource.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      | keyword          |
  | resource.name                                                                                                                                            | The name of the resource.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    | keyword          |
  | resource.sub_type                                                                                                                                        | The subtype of the resource.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | keyword          |
  | resource.type                                                                                                                                            | The type of the resource.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    | keyword          |
  | result.evaluation                                                                                                                                        | The result of the evaluation.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                | keyword          |
  | rule.impact                                                                                                                                              | The impact of misconfigured rule.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            | keyword          |
  | rule.remediation                                                                                                                                         | The remediation actions for the rule.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | keyword          |
  | vulnerability.cve                                                                                                                                        | The CVE id of the vulnerability.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | keyword          |
  | vulnerability.published_date                                                                                                                             | When the vulnerability was published.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | date             |
  | vulnerability.scanner.vendor                                                                                                                             | The name of the vulnerability scanner vendor.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                | constant_keyword |
  | vulnerability.title                                                                                                                                      | The human readable title of the vulnerability.                                                                                                                                                                                                                                                                                                                                                                                                                                                                               | keyword          |
</dropdown>


### Example event


#### Assessment

<dropdown title="Example">
  ```json
  {
      "@timestamp": "2025-09-18T10:09:59.903Z",
      "agent": {
          "ephemeral_id": "c4193e13-66e4-4dd8-9ab2-551ab726ae37",
          "id": "9e17cadb-6a42-481f-bd75-3e84c91d6b7a",
          "name": "elastic-agent-57167",
          "type": "filebeat",
          "version": "8.19.4"
      },
      "cloud": {
          "account": {
              "id": "5abcdef6-1234-5678-8912-e1234abcdef1"
          },
          "instance": {
              "id": "/subscriptions/5abcdef6-1234-5678-8912-e1234abcdef1/resourceGroups/DEFENDER_CLOUD_GROUP/providers/Microsoft.Compute/virtualMachines/vm-for-defender-cloud-test",
              "name": "vm-for-defender-cloud-test"
          },
          "provider": "azure",
          "service": {
              "name": "Microsoft.Compute"
          }
      },
      "data_stream": {
          "dataset": "microsoft_defender_cloud.assessment",
          "namespace": "72994",
          "type": "logs"
      },
      "ecs": {
          "version": "8.17.0"
      },
      "elastic_agent": {
          "id": "9e17cadb-6a42-481f-bd75-3e84c91d6b7a",
          "snapshot": true,
          "version": "8.19.4"
      },
      "event": {
          "agent_id_status": "verified",
          "category": [
              "configuration"
          ],
          "dataset": "microsoft_defender_cloud.assessment",
          "id": "/subscriptions/5abcdef6-1234-5678-8912-e1234abcdef1/resourceGroups/DEFENDER_CLOUD_GROUP/providers/Microsoft.Compute/virtualMachines/vm-for-defender-cloud-test/providers/Microsoft.Security/assessments/fabcdef2-5678-1234-8382-21234567890d",
          "ingested": "2025-09-18T10:10:02Z",
          "kind": "state",
          "original": "{\"id\":\"/subscriptions/5abcdef6-1234-5678-8912-e1234abcdef1/resourceGroups/DEFENDER_CLOUD_GROUP/providers/Microsoft.Compute/virtualMachines/vm-for-defender-cloud-test/providers/Microsoft.Security/assessments/fabcdef2-5678-1234-8382-21234567890d\",\"name\":\"fabcdef2-5678-1234-8382-21234567890d\",\"properties\":{\"additionalData\":{\"Can onboard to BYOL\":\"true\"},\"displayName\":\"Machines should have a vulnerability assessment solution\",\"resourceDetails\":{\"Id\":\"/subscriptions/5abcdef6-1234-5678-8912-e1234abcdef1/resourceGroups/DEFENDER_CLOUD_GROUP/providers/Microsoft.Compute/virtualMachines/vm-for-defender-cloud-test\",\"NativeResourceId\":\"/subscriptions/5abcdef6-1234-5678-8912-e1234abcdef1/resourceGroups/DEFENDER_CLOUD_GROUP/providers/Microsoft.Compute/virtualMachines/vm-for-defender-cloud-test\",\"ResourceName\":\"vm-for-defender-cloud-test\",\"ResourceProvider\":\"Microsoft.Compute\",\"ResourceType\":\"virtualMachines\",\"Source\":\"Azure\"},\"status\":{\"cause\":\"mdeTvm\",\"code\":\"Healthy\",\"description\":\"The machine is onboarded to Microsoft defender vulnerability management\"}},\"type\":\"Microsoft.Security/assessments\"}",
          "outcome": "success",
          "reason": "The machine is onboarded to Microsoft defender vulnerability management",
          "type": [
              "info"
          ]
      },
      "host": {
          "name": "vm-for-defender-cloud-test"
      },
      "input": {
          "type": "cel"
      },
      "message": "Machines should have a vulnerability assessment solution",
      "microsoft_defender_cloud": {
          "assessment": {
              "additional_data": {
                  "can_onboard_to_byol": true
              },
              "class": "misconfiguration",
              "display_name": "Machines should have a vulnerability assessment solution",
              "id": "/subscriptions/5abcdef6-1234-5678-8912-e1234abcdef1/resourceGroups/DEFENDER_CLOUD_GROUP/providers/Microsoft.Compute/virtualMachines/vm-for-defender-cloud-test/providers/Microsoft.Security/assessments/fabcdef2-5678-1234-8382-21234567890d",
              "name": "fabcdef2-5678-1234-8382-21234567890d",
              "resource_details": {
                  "id": "/subscriptions/5abcdef6-1234-5678-8912-e1234abcdef1/resourceGroups/DEFENDER_CLOUD_GROUP/providers/Microsoft.Compute/virtualMachines/vm-for-defender-cloud-test",
                  "native_resource_id": "/subscriptions/5abcdef6-1234-5678-8912-e1234abcdef1/resourceGroups/DEFENDER_CLOUD_GROUP/providers/Microsoft.Compute/virtualMachines/vm-for-defender-cloud-test",
                  "resource_name": "vm-for-defender-cloud-test",
                  "resource_provider": "Microsoft.Compute",
                  "resource_type": "virtualMachines",
                  "source": "Azure"
              },
              "status": {
                  "cause": "mdeTvm",
                  "code": "Healthy",
                  "description": "The machine is onboarded to Microsoft defender vulnerability management"
              },
              "type": "Microsoft.Security/assessments"
          }
      },
      "observer": {
          "vendor": "Microsoft Defender for Cloud"
      },
      "related": {
          "hosts": [
              "vm-for-defender-cloud-test"
          ]
      },
      "resource": {
          "id": "/subscriptions/5abcdef6-1234-5678-8912-e1234abcdef1/resourceGroups/DEFENDER_CLOUD_GROUP/providers/Microsoft.Compute/virtualMachines/vm-for-defender-cloud-test",
          "name": "vm-for-defender-cloud-test",
          "sub_type": "virtualMachines",
          "type": "Microsoft.Compute"
      },
      "result": {
          "evaluation": "passed"
      },
      "rule": {
          "name": "Machines should have a vulnerability assessment solution",
          "uuid": "GWgODMK4x9cVQi6d4ipRByaXvpE="
      },
      "tags": [
          "preserve_original_event",
          "preserve_duplicate_custom_fields",
          "forwarded",
          "microsoft_defender_cloud-assessment"
      ]
  }
  ```
</dropdown>


### Inputs used

These inputs are used in this integration:
- [azure-eventhub](https://www.elastic.co/docs/reference/beats/filebeat/filebeat-input-azure-eventhub)
- [cel](https://www.elastic.co/docs/reference/beats/filebeat/filebeat-input-cel)


### API usage

This integration dataset uses the following APIs:
- `Assessments`: [Azure REST API](https://learn.microsoft.com/en-us/rest/api/defenderforcloud-composite/assessments/list?view=rest-defenderforcloud-composite-latest&tabs=HTTP).
- `Sub Assessments`: [Azure REST API](https://learn.microsoft.com/en-us/rest/api/defenderforcloud-composite/sub-assessments/list?view=rest-defenderforcloud-composite-latest&tabs=HTTP).


#### Data retention

The data streams below collect a full snapshot of Microsoft Defender for Cloud assessments on every polling interval, so their backing indices hold one copy of each record per interval. The default polling interval is 24 hours.
The package bounds the growth of these source data streams with a retention that depends on the deployment type:

| Data stream                                  | Self-managed and Elastic Cloud Hosted (ILM policy)                                                      | Serverless (data stream lifecycle) |
|----------------------------------------------|---------------------------------------------------------------------------------------------------------|------------------------------------|
| `logs-microsoft_defender_cloud.assessment-*` | `logs-microsoft_defender_cloud.assessment-default_policy`: roll over after 7d, delete 7d after rollover | delete 7d after rollover           |

On self-managed and Elastic Cloud Hosted deployments the ILM policy applies. The data stream lifecycle shipped with the package is not used there. ILM counts the delete age from the rollover of a backing index, so a document can remain for up to the rollover age plus the delete age. On Serverless, ILM is not available and the data stream lifecycle applies instead. It also works per backing index: Elasticsearch [rolls the write index over automatically](https://www.elastic.co/docs/reference/elasticsearch/configuration-reference/data-stream-lifecycle-settings#cluster-lifecycle-default-rollover) on age, size, or document count, and [deletes a backing index once the retention has passed since it rolled over](https://www.elastic.co/docs/manage-data/lifecycle/data-stream#data-streams-lifecycle-how-it-works). A document therefore stays for the retention plus up to one rollover interval. The rollover age is derived from the retention and is an implementation detail that Elasticsearch may change. Where the package installs a transform, the transform's destination indices are not affected by either.
To keep data for a different period:
- Self-managed and Elastic Cloud Hosted: edit the ILM policy in Kibana under **Stack Management → Index Lifecycle Policies**, or with `PUT _ilm/policy/<policy name>`. A package upgrade reinstalls the package's ILM policies, so check your change after upgrading.
- Serverless: set the retention on the data stream, for example `PUT _data_stream/logs-microsoft_defender_cloud.assessment-default/_lifecycle` with the body `{"data_retention": "90d"}`. Replace `default` with your namespace.


## Screenshots

This integration includes one or more Kibana dashboards that visualizes the data collected by the integration. The screenshots below illustrate how the ingested data is displayed.
<carousel>
  ![Microsoft Defender for Cloud Event Dashboard Screenshot](https://epr.elastic.co/package/microsoft_defender_cloud/3.10.0/img/microsoft-defender-cloud-dashboard-event.png)
</carousel>


## Changelog

<dropdown title="Changelog">
  | Version    | Details                                                                                                                                                                                                                                                                                                                                                                                                                                                          | Minimum Kibana version  |
  |------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------|
  | **3.10.0** | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/20987))Update Elastic Managed integration documentation to the current wording and docs links.                                                                                                                                                                                                                                                                                 | 9.3.09.2.49.1.108.19.10 |
  | **3.9.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/21858))Document the retention applied to source data streams on stateful and Serverless deployments, and how to change it.                                                                                                                                                                                                                                                     | 9.3.09.2.49.1.108.19.10 |
  | **3.8.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/21810))Add WebSocket transport, processor version, and related settings to the Event Hub event data stream for proxy support.                                                                                                                                                                                                                                                  | 9.3.09.2.49.1.108.19.10 |
  | **3.7.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/21153))Set `number_of_shards: 3` on the `misconfiguration` and `vulnerability` transform destination indices and bump their destination index version to avoid Elasticsearch shard-size warnings at scale.                                                                                                                                                                     | 9.3.09.2.49.1.108.19.10 |
  | **3.6.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/20573))Add tags to ingest pipeline processors.                                                                                                                                                                                                                                                                                                                                 | 9.3.09.2.49.1.108.19.10 |
  | **3.5.1**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/20421))Set agentless deployment mode `release` field to `ga`.                                                                                                                                                                                                                                                                                                                  | 9.3.09.2.49.1.108.19.10 |
  | **3.5.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/18552))Use new `release` field for agentless deployment mode to establish as beta.                                                                                                                                                                                                                                                                                             | 9.3.09.2.49.1.108.19.10 |
  | **3.4.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/18098))Add timestamp range filter and storage tier exclusion to latest transform source queries to reduce scan scope and improve performance.                                                                                                                                                                                                                                  | 9.3.09.2.49.1.108.19.10 |
  | **3.3.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/17245))Add client secret authentication support for Azure Event Hub with RBAC.                                                                                                                                                                                                                                                                                                 | 9.3.09.2.49.1.108.19.10 |
  | **3.2.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/16919))Add support for OAuth2 Endpoint Params option for assessment data streams.                                                                                                                                                                                                                                                                                              | 9.1.48.19.4             |
  | **3.1.1**  | **Bug fix** ([View pull request](https://github.com/elastic/integrations/pull/15722))Update transform to filter out documents containing an error.message from latest vulnerability and misconfiguration indexes.                                                                                                                                                                                                                                                | 9.1.48.19.4             |
  | **3.1.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/15151))Add `vulnerability_workflow` and `misconfiguration_workflow` sub category label.                                                                                                                                                                                                                                                                                        | 9.1.48.19.4             |
  | **3.0.0**  | **Breaking change** ([View pull request](https://github.com/elastic/integrations/pull/15290))Add `assessment` datastream support for the Cloud Detection and Response (CDR) workflow.This will require a transform node, the necessary permissions to use the transform, and specified source and destination indices.It also stores the latest copy of vulnerabilities and misconfigurations in the destination indices, which will require additional storage. | 9.1.48.19.4             |
  | **2.6.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/13955))Normalize `event.severity` values across EDR integrations.                                                                                                                                                                                                                                                                                                              | 9.0.08.13.0             |
  | **2.5.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/13573))Remove redundant installation instructions.                                                                                                                                                                                                                                                                                                                             | 9.0.08.13.0             |
  | **2.4.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/12919))Update Kibana constraint to support 9.0.0.                                                                                                                                                                                                                                                                                                                              | 9.0.08.13.0             |
  | **2.3.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/12109))Add "preserve_original_event" tag to documents with `event.kind` manually set to "pipeline_error".                                                                                                                                                                                                                                                                      | 8.13.0                  |
  | **2.2.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/12076))Do not remove `event.original` in main ingest pipeline.                                                                                                                                                                                                                                                                                                                 | 8.13.0                  |
  | **2.1.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/12046))Add "preserve_original_event" tag to documents with `event.kind` set to "pipeline_error".                                                                                                                                                                                                                                                                               | 8.13.0                  |
  | **2.0.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/10821))Store eventhub metadata inside azure-eventhub field.                                                                                                                                                                                                                                                                                                                    | 8.13.0                  |
  | **1.2.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/10135))Removed import_mappings. Update the kibana constraint to ^8.13.0. Modified the field definitions to remove ECS fields made redundant by the ecs@mappings component template.                                                                                                                                                                                            | 8.13.0                  |
  | **1.1.2**  | **Bug fix** ([View pull request](https://github.com/elastic/integrations/pull/9911))Fix name canonicalization routines.                                                                                                                                                                                                                                                                                                                                          | 8.12.0                  |
  | **1.1.1**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/9213))Add cloudsecurity_cdr sub category label                                                                                                                                                                                                                                                                                                                                 | 8.12.0                  |
  | **1.1.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/9127))Set sensitive values as secret and add missing mappings.                                                                                                                                                                                                                                                                                                                 | 8.12.0                  |
  | **1.0.1**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/8943))Changed owners                                                                                                                                                                                                                                                                                                                                                           | 8.3.0                   |
  | **1.0.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/8833))Release package as GA.                                                                                                                                                                                                                                                                                                                                                   | 8.3.0                   |
  | **0.7.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/8434))ECS version updated to 8.11.0.                                                                                                                                                                                                                                                                                                                                           | 8.3.0                   |
  | **0.6.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/8269))Improve 'event.original' check to avoid errors if set.                                                                                                                                                                                                                                                                                                                   | 8.3.0                   |
  | **0.5.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/7919))ECS version updated to 8.10.0.                                                                                                                                                                                                                                                                                                                                           | 8.3.0                   |
  | **0.4.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/7883))The format_version in the package manifest changed from 2.11.0 to 3.0.0. Removed dotted YAML keys from package manifest. Added 'owner.type: elastic' to package manifest.                                                                                                                                                                                                | 8.3.0                   |
  | **0.3.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/7789))Add tags.yml file so that integration's dashboards and saved searches are tagged with "Security Solution" and displayed in the Security Solution UI.                                                                                                                                                                                                                     | 8.3.0                   |
  | **0.2.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/7110))Update package to ECS 8.9.0.                                                                                                                                                                                                                                                                                                                                             | 8.3.0                   |
  | **0.1.0**  | **Enhancement** ([View pull request](https://github.com/elastic/integrations/pull/6593))Initial release.                                                                                                                                                                                                                                                                                                                                                         | 8.3.0                   |
</dropdown>