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Microsoft Defender XDR integration

Serverless Observability Serverless Security Stack 9.1.4

Version 5.3.0 (View all)
Subscription level
What's this?		 Basic
Developed by
What's this?		 Elastic
Ingestion method(s) API, Azure Event Hub

The Microsoft Defender XDR integration allows you to monitor Alert, Incident (Microsoft Graph Security API), Event (Streaming API) Logs, and Vulnerability (Microsoft Defender for Endpoint API) Logs. Microsoft Defender XDR is a unified pre and post-breach enterprise defense suite that natively coordinates detection, prevention, investigation, and response across endpoints, identities, email, and applications to provide integrated protection against sophisticated attacks.

The integration works by collecting data from the Microsoft Azure Event Hub, Microsoft Graph Security v1.0 REST API, and the Microsoft Defender Endpoint API.

This integration supports below API versions to collect data.

  • Microsoft Graph Security v1.0 REST API
  • Microsoft Defender XDR Streaming API
  • Supported Microsoft Defender XDR streaming event types: | Resource types | Description | | - | - | | AlertEvidence | Files, IP addresses, URLs, users, or devices associated with alerts. | | AlertInfo | Alerts from M365 Defender XDR services, including severity and threat categorization. | | DeviceEvents | Event types, including events triggered by security controls. | | DeviceFileCertificateInfo | Certificate information of signed files obtained from certificate verification events on endpoints. | | DeviceFileEvents | File creation, modification, and other file system events. | | DeviceImageLoadEvents | DLL loading events. | | DeviceInfo | Machine information, including OS information. | | DeviceLogonEvents | Sign-ins and other authentication events on devices. | | DeviceNetworkEvents | Network connection and related events. | | DeviceNetworkInfo | Network properties of devices, as well as connected networks and domains. | | DeviceProcessEvents | Process creation and related events. | | DeviceRegistryEvents | Creation and modification of registry entries. | | EmailAttachmentInfo | Information about files attached to emails. | | EmailEvents | Microsoft 365 email events, including email delivery and blocking events. | | EmailPostDeliveryEvents | Security events that occur post-delivery, after Microsoft 365 delivers the emails to the recipient mailbox. | | EmailUrlInfo | Information about URLs in emails. | | IdentityInfo | Account information from various sources, including Microsoft Entra ID. | | IdentityLogonEvents | Authentication events on Active Directory and Microsoft online services. | | IdentityQueryEvents | Queries for Active Directory objects, such as users, groups, devices, and domains. | | IdentityDirectoryEvents | Events involving an on-premises domain controller running Active Directory (AD). This table covers a range of identity-related events and system events on the domain controller. | | CloudAppEvents | Events involving accounts and objects in Office 365 and other cloud apps and services. | | UrlClickEvent | Safe Links clicks from email messages, Teams, and Office 365 apps. |
  • Microsoft Defender for Endpoint API

The Microsoft Defender XDR integration collects logs for four types of events: Alert, Event, Incident, and Vulnerability.

Alert: This data streams leverages the Microsoft Graph Security API to collect alerts including suspicious activities in a customer's tenant that Microsoft or partner security providers have identified and flagged for action.

Event: This data stream leverages the Microsoft Defender XDR Streaming API to collect Alert, Device, Email, App and Identity Events. Events are streamed to an Azure Event Hub. For a list of supported events exposed by the Streaming API and supported by Elastic's integration, please see Microsoft's documentation here.

Incidents and Alerts: This data streams leverages the Microsoft Graph Security API to ingest a collection of correlated alert instances and associated metadata that reflects the story of an attack in Microsoft Defender XDR. Incidents stemming from Microsoft Defender XDR, Microsoft Defender for Endpoint, Microsoft Defender for Office 365, Microsoft Defender for Identity, Microsoft Defender for Cloud Apps, and Microsoft Purview Data Loss Prevention are supported by this integration.

Vulnerability: This data stream uses the Microsoft Defender for Endpoint API to collect vulnerability assessments.

Note: Alert data stream ingests individual detection events surfaced by Microsoft and partner security providers, while Incidents and Alerts data stream ingests correlated collections of alerts that represent a broader attack.

Use the data from this integration to consolidate and correlate security alerts from multiple sources. Also, by looking into the alert, incident, and vulnerability a user can take an appropriate action in the Microsoft Defender XDR Portal.

Version 4.0.0 of the Microsoft Defender XDR integration adds Elastic latest transforms. For more details, check the Transform setup and requirements.

Follow the steps below to configure data collection from Microsoft sources.

  • Register a new Azure Application.
  • Assign the required permission: SecurityIncident.Read.All. See more details here.
  • Once the application is registered, note the following values for use during configuration:
    • Client ID
    • Client Secret
    • Tenant ID
  • Register a new Azure Application.
  • Assign the required permissions: Vulnerability.Read.All. See more details here.
  • After registration, retrieve the following credentials needed for configuration:
    • Client ID
    • Client Secret
    • Tenant ID

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

Agentless integrations allow you to collect data without having to manage Elastic Agent in your cloud. They make manual agent deployment unnecessary, so you can focus on your data instead of the agent that collects it. For more information, refer to Agentless integrations and the Agentless integrations FAQ.

Agentless deployments are only supported in Elastic Serverless and Elastic Cloud environments. This functionality is in beta and is subject to change. Beta features are not subject to the support SLA of official GA features.

Elastic Agent must be installed. For more details, check the Elastic Agent installation instructions. You can install only one Elastic Agent per host.

  1. In the top search bar in Kibana, search for Integrations.

  2. In the search bar, type Microsoft Defender XDR.

  3. Select the Microsoft Defender XDR integration from the search results.

  4. Select Add Microsoft Defender XDR to add the integration.

  5. Enable and configure only the collection methods which you will use.

    • To Collect logs from Microsoft Defender XDR API, you'll need to:

      • Configure Client ID, Client Secret and Tenant ID.

    • To Collect logs from Microsoft Defender for Endpoint 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:

      • Configure Azure Event Hub, Connection String, Storage Account, and storage_account_key.

  6. Select Save and continue to save the integration.

  1. In the top search bar in Kibana, search for Dashboards.
  2. In the search bar, type Microsoft Defender XDR.
  3. Select a dashboard for the dataset you are collecting, and verify the dashboard information is populated.
  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 m365_defender.
  4. All transforms from the search results should indicate Healthy under the Health column.

A full sync pulls in a large volume of data, which can lead to storage issues or index overflow over time. To avoid this, we have set up an Index Lifecycle Management (ILM) policy that automatically deletes data older than 7 days. This helps keep storage usage under control.

Note

The user or service account associated with the integration must have the following index privileges on the relevant index have the following permissions delete, delete_index.

The values used in event.severity are consistent with Elastic Detection Rules.

Severity Name event.severity
Low (or Informational) 21
Medium 47
High 73
Critical 99
  • Expiring SAS URLs: The option SAS Valid Hours in vulnerability data stream controls the duration that the Shared Access Signature (SAS) download URLs are valid for. The default value of this option is 1h i.e., 1 hour, and the maximum allowed value is 6h i.e., 6 hours. Increase the value of the option SAS Valid Hours when you see error.message indicates signatures are invalid, or when you notice invalid signature errors inside CEL trace logs.

For more information on architectures that can be used for scaling this integration, check the Ingest Architectures documentation.

This is the alert dataset.

Example 
{
    "@timestamp": "2023-10-20T09:54:07.503Z",
    "agent": {
        "ephemeral_id": "29286d67-8337-4e4a-a193-b9d8be02d213",
        "id": "80e62b2a-6932-4329-8400-b2038526c8d0",
        "name": "elastic-agent-78506",
        "type": "filebeat",
        "version": "8.19.4"
    },
    "cloud": {
        "account": {
            "id": "3adb963c-8e61-48e8-a06d-6dbb0dacea39"
        }
    },
    "data_stream": {
        "dataset": "m365_defender.alert",
        "namespace": "28585",
        "type": "logs"
    },
    "device": {
        "id": [
            "f18bd540-d5e4-46e0-8ddd-3d03a59e4e14"
        ]
    },
    "ecs": {
        "version": "8.11.0"
    },
    "elastic_agent": {
        "id": "80e62b2a-6932-4329-8400-b2038526c8d0",
        "snapshot": false,
        "version": "8.19.4"
    },
    "event": {
        "action": [
            "detected"
        ],
        "agent_id_status": "verified",
        "category": [
            "host",
            "iam",
            "network",
            "process"
        ],
        "created": "2023-10-20T09:53:09.883Z",
        "dataset": "m365_defender.alert",
        "duration": 2478000000,
        "end": "2023-10-20T09:51:41.993Z",
        "id": "daefa1828b-dd4e-405c-8a3b-aa28596830dd_1",
        "ingested": "2025-11-25T12:28:44Z",
        "kind": "alert",
        "original": "{\"actorDisplayName\":null,\"additionalData\":null,\"alertPolicyId\":null,\"alertWebUrl\":\"https://security.microsoft.com/alerts/daefa1828b-dd4e-405c-8a3b-aa28596830dd_1?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39\",\"assignedTo\":null,\"category\":\"Execution\",\"classification\":null,\"comments\":[],\"createdDateTime\":\"2023-10-20T09:53:09.8839373Z\",\"description\":\"A suspicious PowerShell activity was observed on the machine. \\nThis behavior may indicate that PowerShell was used during installation, exploration, or in some cases in lateral movement activities which are used by attackers to invoke modules, download external payloads, or get more information about the system. Attackers usually use PowerShell to bypass security protection mechanisms by executing their payload in memory without touching the disk and leaving any trace.\",\"detectionSource\":\"microsoftDefenderForEndpoint\",\"detectorId\":\"7f1c3609-a3ff-40e2-995b-c01770161d68\",\"determination\":null,\"evidence\":[{\"@odata.type\":\"#microsoft.graph.security.deviceEvidence\",\"azureAdDeviceId\":\"f18bd540-d5e4-46e0-8ddd-3d03a59e4e14\",\"createdDateTime\":\"2023-10-20T09:53:10.1933333Z\",\"defenderAvStatus\":\"notSupported\",\"detailedRoles\":[\"PrimaryDevice\"],\"deviceDnsName\":\"clw555test\",\"firstSeenDateTime\":\"2023-10-20T09:50:17.7383987Z\",\"healthStatus\":\"inactive\",\"ipInterfaces\":[\"192.168.5.65\",\"fe80::cfe4:80b:615c:38fb\",\"127.0.0.1\",\"::1\"],\"loggedOnUsers\":[{\"accountName\":\"CDPUserIS-38411\",\"domainName\":\"AzureAD\"}],\"mdeDeviceId\":\"505d70d89cfa3428f7aac7d2eb3a64c60fd3d843\",\"onboardingStatus\":\"onboarded\",\"osBuild\":22621,\"osPlatform\":\"Windows11\",\"rbacGroupId\":0,\"rbacGroupName\":null,\"remediationStatus\":\"none\",\"remediationStatusDetails\":null,\"riskScore\":\"high\",\"roles\":[],\"tags\":[],\"verdict\":\"unknown\",\"version\":\"22H2\",\"vmMetadata\":null},{\"@odata.type\":\"#microsoft.graph.security.userEvidence\",\"createdDateTime\":\"2023-10-20T09:53:10.1933333Z\",\"detailedRoles\":[],\"remediationStatus\":\"none\",\"remediationStatusDetails\":null,\"roles\":[],\"tags\":[],\"userAccount\":{\"accountName\":\"CDPUserIS-38411\",\"azureAdUserId\":null,\"displayName\":null,\"domainName\":\"AzureAD\",\"userPrincipalName\":null,\"userSid\":\"S-1-12-1-1485667349-1150190949-4065799612-2328216759\"},\"verdict\":\"unknown\"},{\"@odata.type\":\"#microsoft.graph.security.urlEvidence\",\"createdDateTime\":\"2023-10-20T09:53:10.1933333Z\",\"detailedRoles\":[],\"remediationStatus\":\"none\",\"remediationStatusDetails\":null,\"roles\":[],\"tags\":[],\"url\":\"http://127.0.0.1/1.exe\",\"verdict\":\"suspicious\"},{\"@odata.type\":\"#microsoft.graph.security.ipEvidence\",\"countryLetterCode\":null,\"createdDateTime\":\"2023-10-20T09:53:10.1933333Z\",\"detailedRoles\":[],\"ipAddress\":\"127.0.0.1\",\"remediationStatus\":\"none\",\"remediationStatusDetails\":null,\"roles\":[],\"tags\":[],\"verdict\":\"suspicious\"},{\"@odata.type\":\"#microsoft.graph.security.processEvidence\",\"createdDateTime\":\"2023-10-20T09:53:10.1933333Z\",\"detailedRoles\":[],\"detectionStatus\":\"detected\",\"imageFile\":{\"fileName\":\"powershell.exe\",\"filePath\":\"C:\\\\Windows\\\\System32\\\\WindowsPowerShell\\\\v1.0\",\"filePublisher\":\"Microsoft Corporation\",\"fileSize\":491520,\"issuer\":null,\"sha1\":\"a72c41316307889e43fe8605a0dca4a72e72a011\",\"sha256\":\"d783ba6567faf10fdff2d0ea3864f6756862d6c733c7f4467283da81aedc3a80\",\"signer\":null},\"mdeDeviceId\":\"505d70d89cfa3428f7aac7d2eb3a64c60fd3d843\",\"parentProcessCreationDateTime\":\"2023-10-20T09:51:19.5064237Z\",\"parentProcessId\":5772,\"parentProcessImageFile\":{\"fileName\":\"cmd.exe\",\"filePath\":\"C:\\\\Windows\\\\System32\",\"filePublisher\":\"Microsoft Corporation\",\"fileSize\":323584,\"issuer\":null,\"sha1\":null,\"sha256\":null,\"signer\":null},\"processCommandLine\":\"powershell.exe  -NoExit -ExecutionPolicy Bypass -WindowStyle Hidden $ErrorActionPreference= 'silentlycontinue';(New-Object System.Net.WebClient).DownloadFile('http://127.0.0.1/1.exe', 'C:\\\\\\\\test-WDATP-test\\\\\\\\invoice.exe');Start-Process 'C:\\\\\\\\test-WDATP-test\\\\\\\\invoice.exe'\",\"processCreationDateTime\":\"2023-10-20T09:51:39.4997961Z\",\"processId\":8224,\"remediationStatus\":\"none\",\"remediationStatusDetails\":null,\"roles\":[],\"tags\":[],\"userAccount\":{\"accountName\":\"CDPUserIS-38411\",\"azureAdUserId\":null,\"displayName\":null,\"domainName\":\"AzureAD\",\"userPrincipalName\":null,\"userSid\":\"S-1-12-1-1485667349-1150190949-4065799612-2328216759\"},\"verdict\":\"unknown\"}],\"firstActivityDateTime\":\"2023-10-20T09:51:39.5154802Z\",\"id\":\"daefa1828b-dd4e-405c-8a3b-aa28596830dd_1\",\"incidentId\":\"23\",\"incidentWebUrl\":\"https://security.microsoft.com/incidents/23?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39\",\"lastActivityDateTime\":\"2023-10-20T09:51:41.9939003Z\",\"lastUpdateDateTime\":\"2023-10-20T09:54:07.5033333Z\",\"mitreTechniques\":[\"T1059.001\"],\"productName\":\"Microsoft Defender for Endpoint\",\"providerAlertId\":\"efa1828b-dd4e-405c-8a3b-aa28596830dd_1\",\"recommendedActions\":\"1. Examine the PowerShell command line to understand what commands were executed. Note: the content may need to be decoded if it is Base64-encoded.\\n2. Search the script for more indicators to investigate - for example IP addresses (potential C\\u0026C servers), target computers etc.\\n3. Explore the timeline of this and other related machines for additional suspect activities around the time of the alert.\\n4. Look for the process that invoked this PowerShell run and their origin. Consider submitting any suspect files in the chain for deep analysis for detailed behavior information.\",\"resolvedDateTime\":null,\"serviceSource\":\"microsoftDefenderForEndpoint\",\"severity\":\"medium\",\"status\":\"new\",\"tenantId\":\"3adb963c-8e61-48e8-a06d-6dbb0dacea39\",\"threatDisplayName\":null,\"threatFamilyName\":null,\"title\":\"Suspicious PowerShell command line\"}",
        "provider": "microsoftDefenderForEndpoint",
        "severity": 47,
        "start": "2023-10-20T09:51:39.515Z",
        "type": [
            "info"
        ],
        "url": "https://security.microsoft.com/alerts/daefa1828b-dd4e-405c-8a3b-aa28596830dd_1?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39"
    },
    "host": {
        "id": [
            "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843"
        ],
        "ip": [
            "127.0.0.1"
        ],
        "os": {
            "name": [
                "Windows11"
            ],
            "version": [
                "22H2"
            ]
        }
    },
    "input": {
        "type": "httpjson"
    },
    "m365_defender": {
        "alert": {
            "category": "Execution",
            "created_datetime": "2023-10-20T09:53:09.883Z",
            "description": "A suspicious PowerShell activity was observed on the machine. \nThis behavior may indicate that PowerShell was used during installation, exploration, or in some cases in lateral movement activities which are used by attackers to invoke modules, download external payloads, or get more information about the system. Attackers usually use PowerShell to bypass security protection mechanisms by executing their payload in memory without touching the disk and leaving any trace.",
            "detection_source": "microsoftDefenderForEndpoint",
            "detector_id": "7f1c3609-a3ff-40e2-995b-c01770161d68",
            "evidence": [
                {
                    "azure_ad_device_id": "f18bd540-d5e4-46e0-8ddd-3d03a59e4e14",
                    "created_datetime": "2023-10-20T09:53:10.193Z",
                    "defender_av_status": "notSupported",
                    "detailed_roles": [
                        "PrimaryDevice"
                    ],
                    "device_dns_name": "clw555test",
                    "first_seen_datetime": "2023-10-20T09:50:17.738Z",
                    "health_status": "inactive",
                    "ip_interfaces": [
                        "192.168.5.65",
                        "fe80::cfe4:80b:615c:38fb",
                        "127.0.0.1",
                        "::1"
                    ],
                    "logged_on_users": [
                        {
                            "account_name": "CDPUserIS-38411",
                            "domain_name": "AzureAD"
                        }
                    ],
                    "mde_device_id": "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843",
                    "odata_type": "#microsoft.graph.security.deviceEvidence",
                    "onboarding_status": "onboarded",
                    "os_build": "22621",
                    "os_platform": "Windows11",
                    "rbac_group": {
                        "id": "0"
                    },
                    "remediation_status": "none",
                    "risk_score": "high",
                    "verdict": "unknown",
                    "version": "22H2"
                },
                {
                    "created_datetime": "2023-10-20T09:53:10.193Z",
                    "odata_type": "#microsoft.graph.security.userEvidence",
                    "remediation_status": "none",
                    "user_account": {
                        "account_name": "CDPUserIS-38411",
                        "domain_name": "AzureAD",
                        "user_sid": "S-1-12-1-1485667349-1150190949-4065799612-2328216759"
                    },
                    "verdict": "unknown"
                },
                {
                    "created_datetime": "2023-10-20T09:53:10.193Z",
                    "odata_type": "#microsoft.graph.security.urlEvidence",
                    "remediation_status": "none",
                    "url": "http://127.0.0.1/1.exe",
                    "verdict": "suspicious"
                },
                {
                    "created_datetime": "2023-10-20T09:53:10.193Z",
                    "ip_address": "127.0.0.1",
                    "odata_type": "#microsoft.graph.security.ipEvidence",
                    "remediation_status": "none",
                    "verdict": "suspicious"
                },
                {
                    "created_datetime": "2023-10-20T09:53:10.193Z",
                    "detection_status": "detected",
                    "image_file": {
                        "name": "powershell.exe",
                        "path": "C:\\Windows\\System32\\WindowsPowerShell\\v1.0",
                        "publisher": "Microsoft Corporation",
                        "sha1": "a72c41316307889e43fe8605a0dca4a72e72a011",
                        "sha256": "d783ba6567faf10fdff2d0ea3864f6756862d6c733c7f4467283da81aedc3a80",
                        "size": 491520
                    },
                    "mde_device_id": "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843",
                    "odata_type": "#microsoft.graph.security.processEvidence",
                    "parent_process": {
                        "creation_datetime": "2023-10-20T09:51:19.506Z",
                        "id": 5772,
                        "image_file": {
                            "name": "cmd.exe",
                            "path": "C:\\Windows\\System32",
                            "publisher": "Microsoft Corporation",
                            "size": 323584
                        }
                    },
                    "process": {
                        "command_line": "powershell.exe  -NoExit -ExecutionPolicy Bypass -WindowStyle Hidden $ErrorActionPreference= 'silentlycontinue';(New-Object System.Net.WebClient).DownloadFile('http://127.0.0.1/1.exe', 'C:\\\\test-WDATP-test\\\\invoice.exe');Start-Process 'C:\\\\test-WDATP-test\\\\invoice.exe'",
                        "creation_datetime": "2023-10-20T09:51:39.499Z",
                        "id": 8224
                    },
                    "remediation_status": "none",
                    "user_account": {
                        "account_name": "CDPUserIS-38411",
                        "domain_name": "AzureAD",
                        "user_sid": "S-1-12-1-1485667349-1150190949-4065799612-2328216759"
                    },
                    "verdict": "unknown"
                }
            ],
            "first_activity_datetime": "2023-10-20T09:51:39.515Z",
            "id": "daefa1828b-dd4e-405c-8a3b-aa28596830dd_1",
            "incident_id": "23",
            "incident_web_url": {
                "domain": "security.microsoft.com",
                "original": "https://security.microsoft.com/incidents/23?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39",
                "path": "/incidents/23",
                "query": "tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39",
                "scheme": "https"
            },
            "last_activity_datetime": "2023-10-20T09:51:41.993Z",
            "last_update_datetime": "2023-10-20T09:54:07.503Z",
            "mitre_techniques": [
                "T1059.001"
            ],
            "provider_alert_id": "efa1828b-dd4e-405c-8a3b-aa28596830dd_1",
            "recommended_actions": "1. Examine the PowerShell command line to understand what commands were executed. Note: the content may need to be decoded if it is Base64-encoded.\n2. Search the script for more indicators to investigate - for example IP addresses (potential C&C servers), target computers etc.\n3. Explore the timeline of this and other related machines for additional suspect activities around the time of the alert.\n4. Look for the process that invoked this PowerShell run and their origin. Consider submitting any suspect files in the chain for deep analysis for detailed behavior information.",
            "service_source": "microsoftDefenderForEndpoint",
            "severity": "medium",
            "status": "new",
            "tenant_id": "3adb963c-8e61-48e8-a06d-6dbb0dacea39",
            "title": "Suspicious PowerShell command line",
            "web_url": {
                "domain": "security.microsoft.com",
                "original": "https://security.microsoft.com/alerts/daefa1828b-dd4e-405c-8a3b-aa28596830dd_1?tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39",
                "path": "/alerts/daefa1828b-dd4e-405c-8a3b-aa28596830dd_1",
                "query": "tid=3adb963c-8e61-48e8-a06d-6dbb0dacea39",
                "scheme": "https"
            }
        }
    },
    "message": "A suspicious PowerShell activity was observed on the machine. \nThis behavior may indicate that PowerShell was used during installation, exploration, or in some cases in lateral movement activities which are used by attackers to invoke modules, download external payloads, or get more information about the system. Attackers usually use PowerShell to bypass security protection mechanisms by executing their payload in memory without touching the disk and leaving any trace.",
    "process": {
        "command_line": [
            "powershell.exe  -NoExit -ExecutionPolicy Bypass -WindowStyle Hidden $ErrorActionPreference= 'silentlycontinue';(New-Object System.Net.WebClient).DownloadFile('http://127.0.0.1/1.exe', 'C:\\\\test-WDATP-test\\\\invoice.exe');Start-Process 'C:\\\\test-WDATP-test\\\\invoice.exe'"
        ],
        "entity_id": [
            "8224"
        ],
        "hash": {
            "sha1": [
                "a72c41316307889e43fe8605a0dca4a72e72a011"
            ],
            "sha256": [
                "d783ba6567faf10fdff2d0ea3864f6756862d6c733c7f4467283da81aedc3a80"
            ]
        },
        "name": [
            "powershell.exe"
        ],
        "parent": {
            "entity_id": [
                "5772"
            ],
            "pid": [
                5772
            ],
            "start": [
                "2023-10-20T09:51:19.506Z"
            ]
        },
        "pid": [
            8224
        ],
        "start": [
            "2023-10-20T09:51:39.499Z"
        ],
        "user": {
            "name": [
                "CDPUserIS-38411"
            ]
        }
    },
    "related": {
        "hash": [
            "a72c41316307889e43fe8605a0dca4a72e72a011",
            "d783ba6567faf10fdff2d0ea3864f6756862d6c733c7f4467283da81aedc3a80"
        ],
        "hosts": [
            "505d70d89cfa3428f7aac7d2eb3a64c60fd3d843",
            "Windows11",
            "22H2",
            "clw555test",
            "AzureAD"
        ],
        "ip": [
            "127.0.0.1"
        ],
        "user": [
            "CDPUserIS-38411",
            "S-1-12-1-1485667349-1150190949-4065799612-2328216759"
        ]
    },
    "tags": [
        "preserve_original_event",
        "preserve_duplicate_custom_fields",
        "forwarded",
        "m365_defender-alert"
    ],
    "threat": {
        "tactic": {
            "name": [
                "Execution"
            ]
        },
        "technique": {
            "subtechnique": {
                "id": [
                    "T1059.001"
                ]
            }
        }
    },
    "user": {
        "domain": [
            "AzureAD"
        ],
        "name": [
            "CDPUserIS-38411"
        ]
    }
}
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
m365_defender.alert.actor_display_name The adversary or activity group that is associated with this alert. keyword
m365_defender.alert.assigned_to Owner of the alert, or null if no owner is assigned. keyword
m365_defender.alert.category The attack kill-chain category that the alert belongs to. Aligned with the MITRE ATT&CK framework. keyword
m365_defender.alert.classification Specifies whether the alert represents a true threat. Possible values are: unknown, falsePositive, truePositive, benignPositive, unknownFutureValue. keyword
m365_defender.alert.comments Array of comments created by the Security Operations (SecOps) team during the alert management process. flattened
m365_defender.alert.created_datetime Time when Microsoft 365 Defender created the alert. date
m365_defender.alert.description String value describing each alert. keyword
m365_defender.alert.detection_source Detection technology or sensor that identified the notable component or activity. keyword
m365_defender.alert.detector_id The ID of the detector that triggered the alert. keyword
m365_defender.alert.determination Specifies the result of the investigation, whether the alert represents a true attack and if so, the nature of the attack. Possible values are: unknown, apt, malware, securityPersonnel, securityTesting, unwantedSoftware, other, multiStagedAttack, compromisedUser, phishing, maliciousUserActivity, clean, insufficientData, confirmedUserActivity, lineOfBusinessApplication, unknownFutureValue. keyword
m365_defender.alert.evidence.antispam_direction Direction of the email relative to your network. The possible values are: Inbound, Outbound or Intraorg. keyword
m365_defender.alert.evidence.app_id Unique identifier of the application. keyword
m365_defender.alert.evidence.attachments_count Number of attachments in the email. long
m365_defender.alert.evidence.azure_ad_device_id A unique identifier assigned to a device by Azure Active Directory (Azure AD) when device is Azure AD-joined. keyword
m365_defender.alert.evidence.cluster_by The clustering logic of the emails inside the cluster. keyword
m365_defender.alert.evidence.cluster_by_value The value utilized to cluster the similar emails. keyword
m365_defender.alert.evidence.created_datetime The time the evidence was created and added to the alert. date
m365_defender.alert.evidence.defender_av_status State of the Defender AntiMalware engine. The possible values are: notReporting, disabled, notUpdated, updated, unknown, notSupported, unknownFutureValue. keyword
m365_defender.alert.evidence.delivery_action Delivery action of the email. The possible values are: Delivered, DeliveredAsSpam, Junked, Blocked, or Replaced. keyword
m365_defender.alert.evidence.delivery_location Location where the email was delivered. The possible values are: Inbox, External, JunkFolder, Quarantine, Failed, Dropped, DeletedFolder or Forwarded. keyword
m365_defender.alert.evidence.detailed_roles Detailed roles of the user associated with the event. keyword
m365_defender.alert.evidence.detection_status The status of the detection.The possible values are: detected, blocked, prevented, unknownFutureValue. keyword
m365_defender.alert.evidence.device_dns_name The fully qualified domain name (FQDN) for the device. keyword
m365_defender.alert.evidence.display_name Name of the application. keyword
m365_defender.alert.evidence.email_count Count of emails in the email cluster. long
m365_defender.alert.evidence.file_details.issuer The certificate authority (CA) that issued the certificate. keyword
m365_defender.alert.evidence.file_details.name The name of the file. keyword
m365_defender.alert.evidence.file_details.odata_type keyword
m365_defender.alert.evidence.file_details.path The file path (location) of the file instance. keyword
m365_defender.alert.evidence.file_details.publisher The publisher of the file. keyword
m365_defender.alert.evidence.file_details.sha1 The Sha1 cryptographic hash of the file content. keyword
m365_defender.alert.evidence.file_details.sha256 The Sha256 cryptographic hash of the file content. keyword
m365_defender.alert.evidence.file_details.signer The signer of the signed file. keyword
m365_defender.alert.evidence.file_details.size The size of the file in bytes. long
m365_defender.alert.evidence.first_seen_datetime The date and time when the device was first seen. date
m365_defender.alert.evidence.health_status The health state of the device.The possible values are: active, inactive, impairedCommunication, noSensorData, noSensorDataImpairedCommunication, unknown, unknownFutureValue. keyword
m365_defender.alert.evidence.image_file.issuer The certificate authority (CA) that issued the certificate. keyword
m365_defender.alert.evidence.image_file.name The name of the file. keyword
m365_defender.alert.evidence.image_file.odata_type keyword
m365_defender.alert.evidence.image_file.path The file path (location) of the file instance. keyword
m365_defender.alert.evidence.image_file.publisher The publisher of the file. keyword
m365_defender.alert.evidence.image_file.sha1 The Sha1 cryptographic hash of the file content. keyword
m365_defender.alert.evidence.image_file.sha256 The Sha256 cryptographic hash of the file content. keyword
m365_defender.alert.evidence.image_file.signer The signer of the signed file. keyword
m365_defender.alert.evidence.image_file.size The size of the file in bytes. long
m365_defender.alert.evidence.instance_id Identifier of the instance of the Software as a Service (SaaS) application. keyword
m365_defender.alert.evidence.instance_name Name of the instance of the SaaS application. keyword
m365_defender.alert.evidence.internet_message_id Public-facing identifier for the email that is set by the sending email system. keyword
m365_defender.alert.evidence.ip_address The value of the IP Address, can be either in V4 address or V6 address format. ip
m365_defender.alert.evidence.ip_interfaces IP Interfaces related to the event. ip
m365_defender.alert.evidence.language Detected language of the email content. keyword
m365_defender.alert.evidence.logged_on_users.account_name User account name of the logged-on user. keyword
m365_defender.alert.evidence.logged_on_users.domain_name User account domain of the logged-on user. keyword
m365_defender.alert.evidence.logged_on_users.odata_type keyword
m365_defender.alert.evidence.mde_device_id A unique identifier assigned to a device by Microsoft Defender for Endpoint. keyword
m365_defender.alert.evidence.network_message_id Unique identifier for the email, generated by Microsoft 365. keyword
m365_defender.alert.evidence.network_message_ids Unique identifiers for the emails in the cluster, generated by Microsoft 365. keyword
m365_defender.alert.evidence.object_id The unique identifier of the application object in Azure AD. keyword
m365_defender.alert.evidence.odata_type keyword
m365_defender.alert.evidence.onboarding_status The status of the machine onboarding to Microsoft Defender for Endpoint.The possible values are: insufficientInfo, onboarded, canBeOnboarded, unsupported, unknownFutureValue. keyword
m365_defender.alert.evidence.os_build The build version for the operating system the device is running. keyword
m365_defender.alert.evidence.os_platform The operating system platform the device is running. keyword
m365_defender.alert.evidence.p1_sender.display_name The name of the sender. keyword
m365_defender.alert.evidence.p1_sender.domain_name Sender domain. keyword
m365_defender.alert.evidence.p1_sender.email_address Sender email address. keyword
m365_defender.alert.evidence.p1_sender.odata_type keyword
m365_defender.alert.evidence.p2_sender.display_name The name of the sender. keyword
m365_defender.alert.evidence.p2_sender.domain_name Sender domain. keyword
m365_defender.alert.evidence.p2_sender.email_address Sender email address. keyword
m365_defender.alert.evidence.p2_sender.odata_type keyword
m365_defender.alert.evidence.parent_process.creation_datetime Date and time when the parent of the process was created. date
m365_defender.alert.evidence.parent_process.id Process ID (PID) of the parent process that spawned the process. long
m365_defender.alert.evidence.parent_process.image_file.issuer The certificate authority (CA) that issued the certificate. keyword
m365_defender.alert.evidence.parent_process.image_file.name The name of the file. keyword
m365_defender.alert.evidence.parent_process.image_file.odata_type keyword
m365_defender.alert.evidence.parent_process.image_file.path The file path (location) of the file instance. keyword
m365_defender.alert.evidence.parent_process.image_file.publisher The publisher of the file. keyword
m365_defender.alert.evidence.parent_process.image_file.sha1 The Sha1 cryptographic hash of the file content. keyword
m365_defender.alert.evidence.parent_process.image_file.sha256 The Sha256 cryptographic hash of the file content. keyword
m365_defender.alert.evidence.parent_process.image_file.signer The signer of the signed file. keyword
m365_defender.alert.evidence.parent_process.image_file.size The size of the file in bytes. long
m365_defender.alert.evidence.primary_address The primary email address of the mailbox. keyword
m365_defender.alert.evidence.process.command_line Command line used to create the new process. keyword
m365_defender.alert.evidence.process.creation_datetime Date and time the process was created. date
m365_defender.alert.evidence.process.id Process ID (PID) of the newly created process. long
m365_defender.alert.evidence.publisher The name of the application publisher. keyword
m365_defender.alert.evidence.query The query used to identify the email cluster. keyword
m365_defender.alert.evidence.rbac_group.id The ID of the role-based access control (RBAC) device group. keyword
m365_defender.alert.evidence.rbac_group.name The name of the RBAC device group. keyword
m365_defender.alert.evidence.received_datetime Date and time when the email was received. date
m365_defender.alert.evidence.recipient_email_address Email address of the recipient, or email address of the recipient after distribution list expansion. keyword
m365_defender.alert.evidence.registry_hive Registry hive of the key that the recorded action was applied to. keyword
m365_defender.alert.evidence.registry_key Registry key that the recorded action was applied to. keyword
m365_defender.alert.evidence.registry_value Data of the registry value that the recorded action was applied to. keyword
m365_defender.alert.evidence.registry_value_name Name of the registry value that the recorded action was applied to. keyword
m365_defender.alert.evidence.registry_value_type Data type, such as binary or string, of the registry value that the recorded action was applied to. keyword
m365_defender.alert.evidence.remediation_status Status of the remediation action taken. The possible values are: none, remediated, prevented, blocked, notFound, active, pendingApproval, declined, notRemediated, running, unknownFutureValue. keyword
m365_defender.alert.evidence.remediation_status_details Details about the remediation status. keyword
m365_defender.alert.evidence.risk_score Risk score as evaluated by Microsoft Defender for Endpoint. The possible values are: none, informational, low, medium, high, unknownFutureValue. keyword
m365_defender.alert.evidence.roles The role/s that an evidence entity represents in an alert, e.g., an IP address that is associated with an attacker will have the evidence role "Attacker". keyword
m365_defender.alert.evidence.saas_app_id The identifier of the SaaS application. keyword
m365_defender.alert.evidence.security_group_id Unique identifier of the security group. keyword
m365_defender.alert.evidence.sender_ip IP address of the last detected mail server that relayed the message. ip
m365_defender.alert.evidence.subject Subject of the email. keyword
m365_defender.alert.evidence.tags Array of custom tags associated with an evidence instance, for example to denote a group of devices, high value assets, etc. keyword
m365_defender.alert.evidence.threat_detection_methods Collection of methods used to detect malware, phishing, or other threats found in the email. keyword
m365_defender.alert.evidence.threats Collection of detection names for malware or other threats found. keyword
m365_defender.alert.evidence.type keyword
m365_defender.alert.evidence.url The Unique Resource Locator (URL). keyword
m365_defender.alert.evidence.url_count Number of embedded URLs in the email. long
m365_defender.alert.evidence.urls Collection of the URLs contained in this email. keyword
m365_defender.alert.evidence.urn Uniform resource name (URN) of the automated investigation where the cluster was identified. keyword
m365_defender.alert.evidence.user_account.account_name The user account's displayed name. keyword
m365_defender.alert.evidence.user_account.azure_ad_user_id The user object identifier in Azure AD. keyword
m365_defender.alert.evidence.user_account.domain_name The name of the Active Directory domain of which the user is a member. keyword
m365_defender.alert.evidence.user_account.odata_type keyword
m365_defender.alert.evidence.user_account.user_principal_name The user principal name of the account in Azure AD. keyword
m365_defender.alert.evidence.user_account.user_sid The local security identifier of the user account. keyword
m365_defender.alert.evidence.verdict The decision reached by automated investigation. The possible values are: unknown, suspicious, malicious, noThreatsFound, unknownFutureValue. keyword
m365_defender.alert.evidence.version The version of the operating system platform. keyword
m365_defender.alert.evidence.vm_metadata.cloud_provider The cloud provider hosting the virtual machine. The possible values are: unknown, azure, unknownFutureValue. keyword
m365_defender.alert.evidence.vm_metadata.odata_type keyword
m365_defender.alert.evidence.vm_metadata.resource_id Unique identifier of the Azure resource. keyword
m365_defender.alert.evidence.vm_metadata.subscription_id Unique identifier of the Azure subscription the customer tenant belongs to. keyword
m365_defender.alert.evidence.vm_metadata.vm_id Unique identifier of the virtual machine instance. keyword
m365_defender.alert.first_activity_datetime The earliest activity associated with the alert. date
m365_defender.alert.id Unique identifier to represent the alert resource. keyword
m365_defender.alert.incident_id Unique identifier to represent the incident this alert resource is associated with. keyword
m365_defender.alert.incident_web_url.domain keyword
m365_defender.alert.incident_web_url.extension keyword
m365_defender.alert.incident_web_url.fragment keyword
m365_defender.alert.incident_web_url.full keyword
m365_defender.alert.incident_web_url.original keyword
m365_defender.alert.incident_web_url.password keyword
m365_defender.alert.incident_web_url.path keyword
m365_defender.alert.incident_web_url.port long
m365_defender.alert.incident_web_url.query keyword
m365_defender.alert.incident_web_url.scheme keyword
m365_defender.alert.incident_web_url.username keyword
m365_defender.alert.last_activity_datetime The oldest activity associated with the alert. date
m365_defender.alert.last_update_datetime Time when the alert was last updated at Microsoft 365 Defender. date
m365_defender.alert.mitre_techniques The attack techniques, as aligned with the MITRE ATT&CK framework. keyword
m365_defender.alert.odata_type keyword
m365_defender.alert.provider_alert_id The ID of the alert as it appears in the security provider product that generated the alert. keyword
m365_defender.alert.recommended_actions Recommended response and remediation actions to take in the event this alert was generated. keyword
m365_defender.alert.resolved_datetime Time when the alert was resolved. date
m365_defender.alert.service_source The service or product that created this alert. Possible values are: microsoftDefenderForEndpoint, microsoftDefenderForIdentity, microsoftCloudAppSecurity, microsoftDefenderForOffice365, microsoft365Defender, aadIdentityProtection, appGovernance, dataLossPrevention. keyword
m365_defender.alert.severity Indicates the possible impact on assets. The higher the severity the bigger the impact. Typically higher severity items require the most immediate attention. Possible values are: unknown, informational, low, medium, high, unknownFutureValue. keyword
m365_defender.alert.status The status of the alert. Possible values are: new, inProgress, resolved, unknownFutureValue. keyword
m365_defender.alert.tenant_id The Azure Active Directory tenant the alert was created in. keyword
m365_defender.alert.threat_display_name The threat associated with this alert. keyword
m365_defender.alert.threat_family_name Threat family associated with this alert. keyword
m365_defender.alert.title Brief identifying string value describing the alert. keyword
m365_defender.alert.web_url.domain keyword
m365_defender.alert.web_url.extension keyword
m365_defender.alert.web_url.fragment keyword
m365_defender.alert.web_url.full keyword
m365_defender.alert.web_url.original keyword
m365_defender.alert.web_url.password keyword
m365_defender.alert.web_url.path keyword
m365_defender.alert.web_url.port long
m365_defender.alert.web_url.query keyword
m365_defender.alert.web_url.scheme keyword
m365_defender.alert.web_url.username keyword

This is the event dataset.

Exported fields
Field Description Type
@timestamp Event timestamp. date
Target.process.command_line Full command line that started the process, including the absolute path to the executable, and all arguments. Some arguments may be filtered to protect sensitive information. wildcard
Target.process.command_line.text Multi-field of Target.process.command_line. text
Target.process.executable Absolute path to the process executable. keyword
Target.process.executable.text Multi-field of Target.process.executable. text
Target.process.name Process name. Sometimes called program name or similar. keyword
Target.process.name.text Multi-field of Target.process.name. text
application.name Name of the application. keyword
cloud.image.id Image ID for the cloud instance. keyword
cloud.instance.id Instance ID of the host machine. keyword
data_stream.dataset Data stream dataset. constant_keyword
data_stream.namespace Data stream namespace. constant_keyword
data_stream.type Data stream type. constant_keyword
dll.Ext.size Size of the dll executable. long
event.dataset Event dataset. constant_keyword
event.module Event module. constant_keyword
host.containerized If the host is a container. boolean
host.os.build OS build information. keyword
host.os.codename OS codename, if any. keyword
input.type Input type keyword
log.offset Log offset long
m365_defender.event.aad_device_id Unique identifier for the device in Azure AD. keyword
m365_defender.event.account.address The address of the account user. keyword
m365_defender.event.account.assigned_roles The Microsoft Entra roles assigned to the account. keyword
m365_defender.event.account.blast_radius The potential impact of the user account in the org. keyword
m365_defender.event.account.city City where the account user is located. keyword
m365_defender.event.account.cloud_sid The Microsoft Entra security identifer for the account. keyword
m365_defender.event.account.company_name The company to which the account belongs. keyword
m365_defender.event.account.country Country/Region where the account user is located. keyword
m365_defender.event.account.created Date and time when the account user was created. date
m365_defender.event.account.criticality_level The criticality level assigned to an asset in M365 Defender XDR Exposure Management. Accepted values are Low (3) to Very High (0). keyword
m365_defender.event.account.deleted_date_time The date and time the user was deleted. date
m365_defender.event.account.department Name of the department that the account user belongs to. keyword
m365_defender.event.account.display_name Name of the account user displayed in the address book. Typically a combination of a given or first name, a middle initiation, and a last name or surname. keyword
m365_defender.event.account.distinguished_name The user's distinguished name. keyword
m365_defender.event.account.domain Domain of the account. keyword
m365_defender.event.account.email_address SMTP address of the account. keyword
m365_defender.event.account.employee_id Employee ID number of the account user. keyword
m365_defender.event.account.given_name Given name or first name of the account user. keyword
m365_defender.event.account.id An identifier for the account as found by Microsoft Defender for Cloud Apps. Could be Azure Active Directory ID, user principal name, or other identifiers. keyword
m365_defender.event.account.is_enabled Indicates whether the account is enabled or not. boolean
m365_defender.event.account.job_title Job title of the account user. keyword
m365_defender.event.account.manager The listed manager of the account user. keyword
m365_defender.event.account.name User name of the account. keyword
m365_defender.event.account.object_id Unique identifier for the account in Azure Active Directory. keyword
m365_defender.event.account.on_prem_sid On-premises security identifier (SID) of the account. keyword
m365_defender.event.account.other_mail_addresses The additional email addresses of the user. keyword
m365_defender.event.account.phone The listed phone number of the account user. keyword
m365_defender.event.account.risk_level Level of the detected risk. Possible values are low, medium, high, hidden, none, and unknownFutureValue. keyword
m365_defender.event.account.risk_level_details Details of the detected risk. keyword
m365_defender.event.account.sid Security Identifier (SID) of the account. keyword
m365_defender.event.account.sip_proxy_address Voice over IP (VOIP) session initiation protocol (SIP) address of the account. keyword
m365_defender.event.account.state The geographical state of the user account. keyword
m365_defender.event.account.surname Surname, family name, or last name of the account user. keyword
m365_defender.event.account.tags Tags assigned to the account user by Defender for Identity. keyword
m365_defender.event.account.type Type of user account, indicating its general role and access levels, such as Regular, System, Admin, DcAdmin, System, Application. keyword
m365_defender.event.account.upn User principal name (UPN) of the account. keyword
m365_defender.event.action.result Result of the action. keyword
m365_defender.event.action.trigger Indicates whether an action was triggered by an administrator (manually or through approval of a pending automated action), or by some special mechanism, such as a ZAP or Dynamic Delivery. keyword
m365_defender.event.action.type Type of activity that triggered the event. See the in-portal schema reference for details. keyword
m365_defender.event.action.value Action taken on the entity. keyword
m365_defender.event.active_users An array of all users that are logged on the machine at the time of the event. keyword
m365_defender.event.activity.objects List of objects, such as files or folders, that were involved in the recorded activity. flattened
m365_defender.event.activity.type Type of activity that triggered the event. keyword
m365_defender.event.additional_fields Additional information about the entity or event in JSON array format. flattened
m365_defender.event.alert.categories keyword
m365_defender.event.alert.category Type of threat indicator or breach activity identified by the alert. keyword
m365_defender.event.alert.id Unique identifier for the alert. keyword
m365_defender.event.app_guard_container_id Identifier for the virtualized container used by Application Guard to isolate browser activity. keyword
m365_defender.event.app_instance_id long
m365_defender.event.application Application that performed the recorded action. keyword
m365_defender.event.application_id Unique identifier for the application. keyword
m365_defender.event.asset_value Indicates the value of a device as assigned by the user. keyword
m365_defender.event.attachment_count Number of attachments in the email. long
m365_defender.event.attack_techniques MITRE ATT&CK techniques associated with the activity that triggered the alert. keyword
m365_defender.event.authentication_details List of pass or fail verdicts by email authentication protocols like DMARC, DKIM, SPF or a combination of multiple authentication types (CompAuth). keyword
m365_defender.event.bulk_complaint_level Threshold assigned to email from bulk mailers, a high bulk complaint level (BCL) means the email is more likely to generate complaints, and thus more likely to be spam. long
m365_defender.event.category The Advanced Hunting table name with 'AdvancedHunting-' prefix. keyword
m365_defender.event.certificate.countersignature_time Date and time the certificate was countersigned. date
m365_defender.event.certificate.creation_time Date and time the certificate was created. date
m365_defender.event.certificate.expiration_time Date and time the certificate is set to expire. date
m365_defender.event.certificate.serial_number Identifier for the certificate that is unique to the issuing certificate authority (CA). keyword
m365_defender.event.change_source Identifies which identity provider or process triggered the addition of the new row. For example, the System-UserPersistence value is used for any rows added by an automated process. keyword
m365_defender.event.city City where the client IP address is geolocated. keyword
m365_defender.event.client_version Version of the endpoint agent or sensor running on the machine. keyword
m365_defender.event.confidence_level List of confidence levels of any spam or phishing verdicts. For spam, this column shows the spam confidence level (SCL), indicating if the email was skipped (-1), found to be not spam (0,1), found to be spam with moderate confidence (5,6), or found to be spam with high confidence (9). For phishing, this column displays whether the confidence level is "High" or "Low". flattened
m365_defender.event.connected_networks Networks that the adapter is connected to. Each JSON array contains the network name, category (public, private or domain), a description, and a flag indicating if it's connected publicly to the internet. flattened
m365_defender.event.connectors Custom instructions that define organizational mail flow and how the email was routed. keyword
m365_defender.event.country_code Two-letter code indicating the country where the client IP address is geolocated. keyword
m365_defender.event.crl_distribution_point_urls JSON array listing the URLs of network shares that contain certificates and certificate revocation lists (CRLs). keyword
m365_defender.event.default_gateways Default gateway addresses in JSON array format. keyword
m365_defender.event.delivery.action Delivery action of the email: Delivered, Junked, Blocked, or Replaced. keyword
m365_defender.event.delivery.location Location where the email was delivered: Inbox/Folder, On-premises/External, Junk, Quarantine, Failed, Dropped, Deleted items. keyword
m365_defender.event.destination.device_name Name of the device running the server application that processed the recorded action. keyword
m365_defender.event.destination.ip_address IP address of the device running the server application that processed the recorded action. ip
m365_defender.event.destination.port Destination port of related network communications or activity. long
m365_defender.event.detection.methods Methods used to detect malware, phishing, or other threats found in the email or at the time of click. flattened
m365_defender.event.detection.source Detection technology or sensor that identified the notable component or activity. keyword
m365_defender.event.device.category Broader classification that groups certain device types under the following categories: Endpoint, Network device, IoT, Unknown. keyword
m365_defender.event.device.id Unique identifier for the device or machine in the service. keyword
m365_defender.event.device.name Fully qualified domain name (FQDN) of the device, machine or endpoint. keyword
m365_defender.event.device.sub_type Additional modifier for certain types of devices, for example, a mobile device can be a tablet or a smartphone; only available if device discovery finds enough information about this attribute. keyword
m365_defender.event.device.type Type of device based on purpose and functionality, such as network device, workstation, server, mobile, gaming console, or printer. keyword
m365_defender.event.device_dynamic_tags Device tags assigned automatically using dynamic tagging rules. keyword
m365_defender.event.device_manual_tags Device tags created manually using the portal UI or public API. keyword
m365_defender.event.dns.answers The answers returned by the server from DNS query. keyword
m365_defender.event.dns.header_flags Array of 2 letter DNS header flags. keyword
m365_defender.event.dns.qclass_name The DNS class of records being queried. keyword
m365_defender.event.dns.qtype_name The type of DNS record being queried. keyword
m365_defender.event.dns.query The DNS query. keyword
m365_defender.event.dns.rcode_name The DNS response code. keyword
m365_defender.event.dns.ttls The time interval in seconds that this resource record may be cached before it should be discarded. double
m365_defender.event.dns_addresses DNS server addresses in JSON array format. keyword
m365_defender.event.email.action Final action taken on the email based on filter verdict, policies, and user actions: Move message to junk mail folder, Add X-header, Modify subject, Redirect message, Delete message, send to quarantine, No action taken, Bcc message. keyword
m365_defender.event.email.action_policy Action policy that took effect: Antispam high-confidence, Antispam, Antispam bulk mail, Antispam phishing, Anti-phishing domain impersonation, Anti-phishing user impersonation, Anti-phishing spoof, Anti-phishing graph impersonation, Antimalware, Safe Attachments, Enterprise Transport Rules (ETR). keyword
m365_defender.event.email.action_policy_guid Unique identifier for the policy that determined the final mail action. keyword
m365_defender.event.email.cluster_id Identifier for the group of similar emails clustered based on heuristic analysis of their contents. keyword
m365_defender.event.email.direction Direction of the email relative to your network: Inbound, Outbound, Intra-org. keyword
m365_defender.event.email.language Detected language of the email content. keyword
m365_defender.event.email.subject Subject of the email. keyword
m365_defender.event.entity_type Type of object, such as a file, a process, a device, or a user. keyword
m365_defender.event.evidence.direction Indicates whether the entity is the source or the destination of a network connection. keyword
m365_defender.event.evidence.role How the entity is involved in an alert, indicating whether it is impacted or is merely related. keyword
m365_defender.event.exclusion_reason Indicates the reason for device exclusion. keyword
m365_defender.event.exposure_level Indicates the exposure level of a device. keyword
m365_defender.event.failure_reason Information explaining why the recorded action failed. keyword
m365_defender.event.file.name Name of the file that the recorded action was applied to. keyword
m365_defender.event.file.origin_ip IP address where the file was downloaded from. ip
m365_defender.event.file.origin_referrer_url URL of the web page that links to the downloaded file. keyword
m365_defender.event.file.origin_url URL where the file was downloaded from. keyword
m365_defender.event.file.size Size of the file in bytes. long
m365_defender.event.file.type File extension type. keyword
m365_defender.event.folder_path Folder containing the file that the recorded action was applied to. keyword
m365_defender.event.initiating_process.account_domain Domain of the account that ran the process responsible for the event. keyword
m365_defender.event.initiating_process.account_name User name of the account that ran the process responsible for the event. keyword
m365_defender.event.initiating_process.account_object_id Azure AD object ID of the user account that ran the process responsible for the event. keyword
m365_defender.event.initiating_process.account_sid Security Identifier (SID) of the account that ran the process responsible for the event. keyword
m365_defender.event.initiating_process.account_upn User principal name (UPN) of the account that ran the process responsible for the event. keyword
m365_defender.event.initiating_process.command_line Command line used to run the process that initiated the event. keyword
m365_defender.event.initiating_process.creation_time Date and time when the process that initiated the event was started. date
m365_defender.event.initiating_process.file_name Name of the process that initiated the event. keyword
m365_defender.event.initiating_process.file_size Size of the file that ran the process responsible for the event. long
m365_defender.event.initiating_process.folder_path Folder containing the process (image file) that initiated the event. keyword
m365_defender.event.initiating_process.id Process ID (PID) of the process that initiated the event. long
m365_defender.event.initiating_process.integrity_level Integrity level of the process that initiated the event. Windows assigns integrity levels to processes based on certain characteristics, such as if they were launched from an internet download. These integrity levels influence permissions to resources. keyword
m365_defender.event.initiating_process.logon_id Identifier for a logon session of the process that initiated the event. This identifier is unique on the same machine only between restarts. keyword
m365_defender.event.initiating_process.md5 MD5 hash of the process (image file) that initiated the event. keyword
m365_defender.event.initiating_process.parent_creation_time Date and time when the parent of the process responsible for the event was started. date
m365_defender.event.initiating_process.parent_file_name Name of the parent process that spawned the process responsible for the event. keyword
m365_defender.event.initiating_process.parent_id Process ID (PID) of the parent process that spawned the process responsible for the event. long
m365_defender.event.initiating_process.sha1 SHA-1 of the process (image file) that initiated the event. keyword
m365_defender.event.initiating_process.sha256 SHA-256 of the process (image file) that initiated the event. This field is usually not populated—use the SHA1 column when available. keyword
m365_defender.event.initiating_process.signature_status Information about the signature status of the process (image file) that initiated the event. keyword
m365_defender.event.initiating_process.signer_type Type of file signer of the process (image file) that initiated the event. keyword
m365_defender.event.initiating_process.token_elevation Token type indicating the presence or absence of User Access Control (UAC) privilege elevation applied to the process that initiated the event. keyword
m365_defender.event.initiating_process.version_info_company_name Company name from the version information of the process (image file) responsible for the event. keyword
m365_defender.event.initiating_process.version_info_file_description Description from the version information of the process (image file) responsible for the event. keyword
m365_defender.event.initiating_process.version_info_internal_file_name Internal file name from the version information of the process (image file) responsible for the event. keyword
m365_defender.event.initiating_process.version_info_original_file_name Original file name from the version information of the process (image file) responsible for the event. keyword
m365_defender.event.initiating_process.version_info_product_name Product name from the version information of the process (image file) responsible for the event. keyword
m365_defender.event.initiating_process.version_info_product_version Product version from the version information of the process (image file) responsible for the event. keyword
m365_defender.event.internet_message_id Public-facing identifier for the email that is set by the sending email system. keyword
m365_defender.event.ip_address Public IP address of the device from which the user clicked on the link or IP address assigned to the endpoint and used during related network communications. ip
m365_defender.event.ip_addresses JSON array containing all the IP addresses assigned to the adapter, along with their respective subnet prefix and IP address space, such as public, private, or link-local. flattened
m365_defender.event.ip_category Additional information about the IP address. keyword
m365_defender.event.ip_tags Customer-defined information applied to specific IP addresses and IP address ranges. keyword
m365_defender.event.ipv4_dhcp IPv4 address of DHCP server. ip
m365_defender.event.ipv6_dhcp IPv6 address of DHCP server. ip
m365_defender.event.is_admin_operation Indicates whether the activity was performed by an administrator. boolean
m365_defender.event.is_anonymous_proxy Indicates whether the IP address belongs to a known anonymous proxy. boolean
m365_defender.event.is_azure_ad_joined Boolean indicator of whether machine is joined to the Azure Active Directory. boolean
m365_defender.event.is_azure_info_protection_applied Indicates whether the file is encrypted by Azure Information Protection. boolean
m365_defender.event.is_clicked_through Indicates whether the user was able to click through to the original URL or was not allowed. boolean
m365_defender.event.is_excluded Determines if the device is currently excluded from Microsoft Defender for Vulnerability Management experiences. boolean
m365_defender.event.is_external_user Indicates whether a user inside the network doesn't belong to the organization's domain. boolean
m365_defender.event.is_impersonated Indicates whether the activity was performed by one user for another (impersonated) user. boolean
m365_defender.event.is_internet_facing Indicates whether the device is internet-facing. boolean
m365_defender.event.is_local_admin Boolean indicator of whether the user is a local administrator on the machine. boolean
m365_defender.event.is_root_signer_microsoft Indicates whether the signer of the root certificate is Microsoft and if the file is included in Windows operating system. boolean
m365_defender.event.is_signed Indicates whether the file is signed. boolean
m365_defender.event.is_trusted Indicates whether the file is trusted based on the results of the WinVerifyTrust function, which checks for unknown root certificate information, invalid signatures, revoked certificates, and other questionable attributes. boolean
m365_defender.event.isp Internet service provider (ISP) associated with the endpoint IP address. keyword
m365_defender.event.issuer Information about the issuing certificate authority (CA). keyword
m365_defender.event.issuer_hash Unique hash value identifying issuing certificate authority (CA). keyword
m365_defender.event.join_type keyword
m365_defender.event.local.ip IP address assigned to the local device or machine used during communication. ip
m365_defender.event.local.ip_type Type of IP address, for example Public, Private, Reserved, Loopback, Teredo, FourToSixMapping, and Broadcast. keyword
m365_defender.event.local.port TCP port on the local machine used during communication. long
m365_defender.event.location City, country, or other geographic location associated with the event. keyword
m365_defender.event.logon.id Identifier for a logon session. This identifier is unique on the same machine only between restarts. keyword
m365_defender.event.logon.type Type of logon session, specifically: Interactive, Remote interactive (RDP) logons, Network, Batch, Service. keyword
m365_defender.event.mac_address MAC address of the network adapter. keyword
m365_defender.event.machine_group Machine group of the machine. This group is used by role-based access control to determine access to the machine. keyword
m365_defender.event.md5 MD5 hash of the file that the recorded action was applied to. keyword
m365_defender.event.merged_device_ids Previous device IDs that have been assigned to the same device. keyword
m365_defender.event.merged_to_device_id The most recent device ID assigned to a device. keyword
m365_defender.event.model Model name or number of the product from the vendor or manufacturer, only available if device discovery finds enough information about this attribute. keyword
m365_defender.event.network.adapter_name Name of the network adapter. keyword
m365_defender.event.network.adapter_status Operational status of the network adapter. For the possible values, refer to this enumeration. keyword
m365_defender.event.network.adapter_type Network adapter type. For the possible values, refer to this enumeration. keyword
m365_defender.event.network.adapter_vendor keyword
m365_defender.event.network.message_id Unique identifier for the email, generated by Microsoft 365. keyword
m365_defender.event.network_direction The network direction used in DeviceNetworkEvents. keyword
m365_defender.event.oauth_application_id keyword
m365_defender.event.object.id Unique identifier of the object that the recorded action was applied to. keyword
m365_defender.event.object.name Name of the object that the recorded action was applied to. keyword
m365_defender.event.object.type Type of object, such as a file or a folder, that the recorded action was applied to. keyword
m365_defender.event.onboarding_status Indicates whether the device is currently onboarded or not to Microsoft Defender for Endpoint or if the device is not supported. keyword
m365_defender.event.operation_name keyword
m365_defender.event.org_level.action Action taken on the email in response to matches to a policy defined at the organizational level. keyword
m365_defender.event.org_level.policy Organizational policy that triggered the action taken on the email. keyword
m365_defender.event.os.architecture Architecture of the operating system running on the machine. keyword
m365_defender.event.os.build Build version of the operating system running on the machine. keyword
m365_defender.event.os.distribution Distribution of the OS platform, such as Ubuntu or RedHat for Linux platforms. keyword
m365_defender.event.os.platform Platform of the operating system running on the machine. This indicates specific operating systems, including variations within the same family, such as Windows 11, Windows 10 and Windows 7. keyword
m365_defender.event.os.version Version of the operating system running on the machine. keyword
m365_defender.event.os.version_info Additional information about the OS version, such as the popular name, code name, or version number. keyword
m365_defender.event.port TCP port used during communication. long
m365_defender.event.previous.file_name Original name of the file that was renamed as a result of the action. keyword
m365_defender.event.previous.folder_path Original folder containing the file before the recorded action was applied. keyword
m365_defender.event.previous.registry_key Original registry key of the registry value before it was modified. keyword
m365_defender.event.previous.registry_value_data Original data of the registry value before it was modified. keyword
m365_defender.event.previous.registry_value_name Original name of the registry value before it was modified. keyword
m365_defender.event.process.command_line Command line used to create the new process. keyword
m365_defender.event.process.creation_time Date and time the process was created. date
m365_defender.event.process.id Process ID (PID) of the newly created process. long
m365_defender.event.process.integrity_level Integrity level of the newly created process. Windows assigns integrity levels to processes based on certain characteristics, such as if they were launched from an internet downloaded. These integrity levels influence permissions to resources. keyword
m365_defender.event.process.token_elevation Token type indicating the presence or absence of User Access Control (UAC) privilege elevation applied to the newly created process. keyword
m365_defender.event.process.version_info_company_name Company name from the version information of the newly created process. keyword
m365_defender.event.process.version_info_file_description Description from the version information of the newly created process. keyword
m365_defender.event.process.version_info_internal_file_name Internal file name from the version information of the newly created process. keyword
m365_defender.event.process.version_info_original_file_name Original file name from the version information of the newly created process. keyword
m365_defender.event.process.version_info_product_name Product name from the version information of the newly created process. keyword
m365_defender.event.process.version_info_product_version Product version from the version information of the newly created process. keyword
m365_defender.event.protocol Protocol used during the communication. keyword
m365_defender.event.public_ip.geo.city_name keyword
m365_defender.event.public_ip.geo.continent_name keyword
m365_defender.event.public_ip.geo.country_iso_code keyword
m365_defender.event.public_ip.geo.country_name keyword
m365_defender.event.public_ip.geo.location geo_point
m365_defender.event.public_ip.geo.region_iso_code keyword
m365_defender.event.public_ip.geo.region_name keyword
m365_defender.event.public_ip.value Public IP address used by the onboarded machine to connect to the Microsoft Defender for Endpoint service. This could be the IP address of the machine itself, a NAT device, or a proxy. ip
m365_defender.event.query.target Name of user, group, device, domain, or any other entity type being queried. keyword
m365_defender.event.query.type Type of query, such as QueryGroup, QueryUser, or EnumerateUsers. keyword
m365_defender.event.query.value String used to run the query. keyword
m365_defender.event.raw_event_data Raw event information from the source application or service in JSON format. flattened
m365_defender.event.recipient.email_address Email address of the recipient, or email address of the recipient after distribution list expansion. keyword
m365_defender.event.recipient.object_id Unique identifier for the email recipient in Azure AD. keyword
m365_defender.event.registry.device_tag Machine tag added through the registry. keyword
m365_defender.event.registry.key Registry key that the recorded action was applied to. keyword
m365_defender.event.registry.value_data Data of the registry value that the recorded action was applied to. keyword
m365_defender.event.registry.value_name Name of the registry value that the recorded action was applied to. keyword
m365_defender.event.registry.value_type Data type, such as binary or string, of the registry value that the recorded action was applied to. keyword
m365_defender.event.remote.device_name Name of the machine that performed a remote operation on the affected machine. Depending on the event being reported, this name could be a fully-qualified domain name (FQDN), a NetBIOS name, or a host name without domain information. keyword
m365_defender.event.remote.ip IP address that was being connected to. ip
m365_defender.event.remote.ip_type Type of IP address, for example Public, Private, Reserved, Loopback, Teredo, FourToSixMapping, and Broadcast. keyword
m365_defender.event.remote.port TCP port on the remote device that was being connected to. long
m365_defender.event.remote.url URL or fully qualified domain name (FQDN) that was being connected to. keyword
m365_defender.event.report_id Event identifier based on a repeating counter. To identify unique events, this column must be used in conjunction with the DeviceName and Timestamp columns. keyword
m365_defender.event.request.account_domain Domain of the account used to remotely initiate the activity. keyword
m365_defender.event.request.account_name User name of account used to remotely initiate the activity. keyword
m365_defender.event.request.account_sid Security Identifier (SID) of the account used to remotely initiate the activity. keyword
m365_defender.event.request.protocol Network protocol, if applicable, used to initiate the activity: Unknown, Local, SMB, or NFS. keyword
m365_defender.event.request.source_ip IPv4 or IPv6 address of the remote device that initiated the activity. ip
m365_defender.event.request.source_port Source port on the remote device that initiated the activity. long
m365_defender.event.sender.display_name Name of the sender displayed in the address book, typically a combination of a given or first name, a middle initial, and a last name or surname. keyword
m365_defender.event.sender.from_address Sender email address in the FROM header, which is visible to email recipients on their email clients. keyword
m365_defender.event.sender.from_domain Sender domain in the FROM header, which is visible to email recipients on their email clients. keyword
m365_defender.event.sender.ipv4 IPv4 address of the last detected mail server that relayed the message. ip
m365_defender.event.sender.ipv6 IPv6 address of the last detected mail server that relayed the message. ip
m365_defender.event.sender.mail_from_address Sender email address in the MAIL FROM header, also known as the envelope sender or the Return-Path address. keyword
m365_defender.event.sender.mail_from_domain Sender domain in the MAIL FROM header, also known as the envelope sender or the Return-Path address. keyword
m365_defender.event.sender.object_id Unique identifier for the sender's account in Azure AD. keyword
m365_defender.event.sensitivity.label Label applied to an email, file, or other content to classify it for information protection. keyword
m365_defender.event.sensitivity.sub_label Sublabel applied to an email, file, or other content to classify it for information protection; sensitivity sublabels are grouped under sensitivity labels but are treated independently. keyword
m365_defender.event.sensor_health_state Indicates health of the device's EDR sensor, if onboarded to Microsoft Defender For Endpoint. keyword
m365_defender.event.service_source Product or service that provided the alert information. keyword
m365_defender.event.severity Indicates the potential impact (high, medium, or low) of the threat indicator or breach activity identified by the alert. keyword
m365_defender.event.sha1 SHA-1 of the file that the recorded action was applied to. keyword
m365_defender.event.sha256 SHA-256 of the file that the recorded action was applied to. This field is usually not populated—use the SHA1 column when available. keyword
m365_defender.event.share_name Name of shared folder containing the file. keyword
m365_defender.event.signature_type Indicates whether signature information was read as embedded content in the file itself or read from an external catalog file. keyword
m365_defender.event.signer Information about the signer of the file. keyword
m365_defender.event.signer_hash Unique hash value identifying the signer. keyword
m365_defender.event.source_provider The identity's source, such as Microsoft Entra ID, Active Directory, or a hybrid identity synchronized from Active Directory to Azure Active Directory. keyword
m365_defender.event.source_system The source system for the record. keyword
m365_defender.event.subject Subject of the email. keyword
m365_defender.event.target.account_display_name Display name of the account that the recorded action was applied to. keyword
m365_defender.event.target.account_upn User principal name (UPN) of the account that the recorded action was applied to. keyword
m365_defender.event.target.device_name Fully qualified domain name (FQDN) of the device that the recorded action was applied to. keyword
m365_defender.event.tenant.id keyword
m365_defender.event.tenant.name keyword
m365_defender.event.threat.family Malware family that the suspicious or malicious file or process has been classified under. keyword
m365_defender.event.threat.names Detection name for malware or other threats found. keyword
m365_defender.event.threat.types Verdict from the email filtering stack on whether the email contains malware, phishing, or other threats. keyword
m365_defender.event.time The time Microsoft Defender received the event. date
m365_defender.event.timestamp Date and time when the event was recorded. date
m365_defender.event.title Title of the alert. keyword
m365_defender.event.tunnel_type Tunneling protocol, if the interface is used for this purpose, for example 6to4, Teredo, ISATAP, PPTP, SSTP, and SSH. keyword
m365_defender.event.type The type of record. keyword
m365_defender.event.url Full URL in the email subject, body, or attachment. keyword
m365_defender.event.url_chain For scenarios involving redirections, it includes URLs present in the redirection chain. keyword
m365_defender.event.url_count Number of embedded URLs in the email. long
m365_defender.event.url_domain Domain name or host name of the URL. keyword
m365_defender.event.url_location keyword
m365_defender.event.user_agent User agent information from the web browser or other client application. keyword
m365_defender.event.user_agent_tags More information provided by Microsoft Defender for Cloud Apps in a tag in the user agent field. Can have any of the following values: Native client, Outdated browser, Outdated operating system, Robot. keyword
m365_defender.event.user_level_action Action taken on the email in response to matches to a mailbox policy defined by the recipient. keyword
m365_defender.event.user_level_policy End-user mailbox policy that triggered the action taken on the email. keyword
m365_defender.event.vendor Name of the product vendor or manufacturer, only available if device discovery finds enough information about this attribute. keyword
m365_defender.event.workload The application from which the user clicked on the link, with the values being Email, Office and Teams. keyword
process.Ext.api.name keyword
process.Ext.api.parameters.address The target memory address. long
process.Ext.api.parameters.desired_access_numeric This parameter indicates the numeric value of the DesiredAccess field passed to OpenProcess or OpenThread. long
process.Ext.api.parameters.protection The memory protection for the region of pages. Corresponds to MEMORY_BASIC_INFORMATION.Protect. keyword
process.Ext.api.parameters.size The size of parameter values passed to the API call. long
process.Ext.token.integrity_level_name Integrity level that determine the levels of protection or access for a principal used by Mandatory Integrity Control (MIC). keyword
process.executable Absolute path to the process executable. keyword
process.executable.caseless Multi-field of process.executable. keyword
process.executable.text Multi-field of process.executable. match_only_text
process.name Process name. Sometimes called program name or similar. keyword
process.name.caseless Multi-field of process.name. keyword
process.name.text Multi-field of process.name. match_only_text
process.parent.group_leader.name keyword
url.user_info keyword

This is the incident dataset.

Example 
{
    "@timestamp": "2021-09-30T09:35:45.113Z",
    "agent": {
        "ephemeral_id": "76cf7661-44eb-40dc-b76b-5b795059a28e",
        "id": "4a97a94e-368c-4863-b110-b074318975a8",
        "name": "elastic-agent-36652",
        "type": "filebeat",
        "version": "8.19.4"
    },
    "cloud": {
        "account": {
            "id": "b3c1b5fc-828c-45fa-a1e1-10d74f6d6e9c"
        },
        "provider": [
            "azure"
        ]
    },
    "data_stream": {
        "dataset": "m365_defender.incident",
        "namespace": "76564",
        "type": "logs"
    },
    "ecs": {
        "version": "8.11.0"
    },
    "elastic_agent": {
        "id": "4a97a94e-368c-4863-b110-b074318975a8",
        "snapshot": false,
        "version": "8.19.4"
    },
    "event": {
        "action": [
            "detected"
        ],
        "agent_id_status": "verified",
        "created": "2021-08-13T08:43:35.553Z",
        "dataset": "m365_defender.incident",
        "id": "29723951",
        "ingested": "2025-11-26T05:57:56Z",
        "kind": "alert",
        "original": "{\"@odata.type\":\"#microsoft.graph.security.incident\",\"alerts\":{\"@odata.type\":\"#microsoft.graph.security.alert\",\"actorDisplayName\":null,\"alertWebUrl\":\"https://security.microsoft.com/alerts/da637551227677560813_-961444813?tid=b3c1b5fc-828c-45fa-a1e1-10d74f6d6e9c\",\"assignedTo\":null,\"category\":\"DefenseEvasion\",\"classification\":\"unknown\",\"comments\":[],\"createdDateTime\":\"2021-04-27T12:19:27.7211305Z\",\"description\":\"A hidden file has been launched. This activity could indicate a compromised host. Attackers often hide files associated with malicious tools to evade file system inspection and defenses.\",\"detectionSource\":\"antivirus\",\"detectorId\":\"e0da400f-affd-43ef-b1d5-afc2eb6f2756\",\"determination\":\"unknown\",\"evidence\":[{\"@odata.type\":\"#microsoft.graph.security.deviceEvidence\",\"azureAdDeviceId\":null,\"createdDateTime\":\"2021-04-27T12:19:27.7211305Z\",\"defenderAvStatus\":\"unknown\",\"deviceDnsName\":\"tempDns\",\"firstSeenDateTime\":\"2020-09-12T07:28:32.4321753Z\",\"healthStatus\":\"active\",\"loggedOnUsers\":[],\"mdeDeviceId\":\"73e7e2de709dff64ef64b1d0c30e67fab63279db\",\"onboardingStatus\":\"onboarded\",\"osBuild\":22424,\"osPlatform\":\"Windows10\",\"rbacGroupId\":75,\"rbacGroupName\":\"UnassignedGroup\",\"remediationStatus\":\"none\",\"remediationStatusDetails\":null,\"riskScore\":\"medium\",\"roles\":[\"compromised\"],\"tags\":[\"Test Machine\"],\"verdict\":\"unknown\",\"version\":\"Other\",\"vmMetadata\":{\"cloudProvider\":\"azure\",\"resourceId\":\"/subscriptions/8700d3a3-3bb7-4fbe-a090-488a1ad04161/resourceGroups/WdatpApi-EUS-STG/providers/Microsoft.Compute/virtualMachines/NirLaviTests\",\"subscriptionId\":\"8700d3a3-3bb7-4fbe-a090-488a1ad04161\",\"vmId\":\"ca1b0d41-5a3b-4d95-b48b-f220aed11d78\"}},{\"@odata.type\":\"#microsoft.graph.security.fileEvidence\",\"createdDateTime\":\"2021-04-27T12:19:27.7211305Z\",\"detectionStatus\":\"detected\",\"fileDetails\":{\"fileName\":\"MsSense.exe\",\"filePath\":\"C:\\\\Program Files\\\\temp\",\"filePublisher\":\"Microsoft Corporation\",\"fileSize\":6136392,\"issuer\":null,\"sha1\":\"5f1e8acedc065031aad553b710838eb366cfee9a\",\"sha256\":\"8963a19fb992ad9a76576c5638fd68292cffb9aaac29eb8285f9abf6196a7dec\",\"signer\":null},\"mdeDeviceId\":\"73e7e2de709dff64ef64b1d0c30e67fab63279db\",\"remediationStatus\":\"none\",\"remediationStatusDetails\":null,\"roles\":[],\"tags\":[],\"verdict\":\"unknown\"},{\"@odata.type\":\"#microsoft.graph.security.processEvidence\",\"createdDateTime\":\"2021-04-27T12:19:27.7211305Z\",\"detectionStatus\":\"detected\",\"imageFile\":{\"fileName\":\"MsSense.exe\",\"filePath\":\"C:\\\\Program Files\\\\temp\",\"filePublisher\":\"Microsoft Corporation\",\"fileSize\":6136392,\"issuer\":null,\"sha1\":\"5f1e8acedc065031aad553b710838eb366cfee9a\",\"sha256\":\"8963a19fb992ad9a76576c5638fd68292cffb9aaac29eb8285f9abf6196a7dec\",\"signer\":null},\"mdeDeviceId\":\"73e7e2de709dff64ef64b1d0c30e67fab63279db\",\"parentProcessCreationDateTime\":\"2021-08-12T07:39:09.0909239Z\",\"parentProcessId\":668,\"parentProcessImageFile\":{\"fileName\":\"services.exe\",\"filePath\":\"C:\\\\Windows\\\\System32\",\"filePublisher\":\"Microsoft Corporation\",\"fileSize\":731744,\"issuer\":null,\"sha1\":null,\"sha256\":null,\"signer\":null},\"processCommandLine\":\"\\\"MsSense.exe\\\"\",\"processCreationDateTime\":\"2021-08-12T12:43:19.0772577Z\",\"processId\":4780,\"remediationStatus\":\"none\",\"remediationStatusDetails\":null,\"roles\":[],\"tags\":[],\"userAccount\":{\"accountName\":\"SYSTEM\",\"azureAdUserId\":null,\"domainName\":\"NT AUTHORITY\",\"userPrincipalName\":null,\"userSid\":\"S-1-5-18\"},\"verdict\":\"unknown\"},{\"@odata.type\":\"#microsoft.graph.security.registryKeyEvidence\",\"createdDateTime\":\"2021-04-27T12:19:27.7211305Z\",\"registryHive\":\"HKEY_LOCAL_MACHINE\",\"registryKey\":\"SYSTEM\\\\CONTROLSET001\\\\CONTROL\\\\WMI\\\\AUTOLOGGER\\\\SENSEAUDITLOGGER\",\"remediationStatus\":\"none\",\"remediationStatusDetails\":null,\"roles\":[],\"tags\":[],\"verdict\":\"unknown\"}],\"firstActivityDateTime\":\"2021-04-26T07:45:50.116Z\",\"id\":\"da637551227677560813_-9614448132\",\"incidentId\":\"28282\",\"incidentWebUrl\":\"https://security.microsoft.com/incidents/28282?tid=b3c1b5fc-828c-45fa-a1e1-10d74f6d6e9c\",\"lastActivityDateTime\":\"2021-05-02T07:56:58.222Z\",\"lastUpdateDateTime\":\"2021-05-02T14:19:01.3266667Z\",\"mitreTechniques\":[\"T1564.001\"],\"providerAlertId\":\"da637551227677560813_-961444813\",\"recommendedActions\":\"Collect artifacts and determine scope\\n�\\tReview the machine timeline for suspicious activities that may have occurred before and after the time of the alert, and record additional related artifacts (files, IPs/URLs) \\n�\\tLook for the presence of relevant artifacts on other systems. Identify commonalities and differences between potentially compromised systems.\\n�\\tSubmit relevant files for deep analysis and review resulting detailed behavioral information.\\n�\\tSubmit undetected files to the MMPC malware portal\\n\\nInitiate containment \\u0026 mitigation \\n�\\tContact the user to verify intent and initiate local remediation actions as needed.\\n�\\tUpdate AV signatures and run a full scan. The scan might reveal and remove previously-undetected malware components.\\n�\\tEnsure that the machine has the latest security updates. In particular, ensure that you have installed the latest software, web browser, and Operating System versions.\\n�\\tIf credential theft is suspected, reset all relevant users passwords.\\n�\\tBlock communication with relevant URLs or IPs at the organization�s perimeter.\",\"resolvedDateTime\":null,\"serviceSource\":\"microsoftDefenderForEndpoint\",\"severity\":\"low\",\"status\":\"new\",\"tenantId\":\"b3c1b5fc-828c-45fa-a1e1-10d74f6d6e9c\",\"threatDisplayName\":null,\"threatFamilyName\":null,\"title\":\"Suspicious execution of hidden file\"},\"assignedTo\":\"KaiC@contoso.onmicrosoft.com\",\"classification\":\"truePositive\",\"comments\":[{\"comment\":\"Demo incident\",\"createdBy\":\"DavidS@contoso.onmicrosoft.com\",\"createdTime\":\"2021-09-30T12:07:37.2756993Z\"}],\"createdDateTime\":\"2021-08-13T08:43:35.5533333Z\",\"determination\":\"multiStagedAttack\",\"displayName\":\"Multi-stage incident involving Initial access \\u0026 Command and control on multiple endpoints reported by multiple sources\",\"id\":\"29723951\",\"incidentWebUrl\":\"https://security.microsoft.com/incidents/2972395?tid=12f988bf-16f1-11af-11ab-1d7cd011db47\",\"lastUpdateDateTime\":\"2021-09-30T09:35:45.1133333Z\",\"redirectIncidentId\":null,\"severity\":\"medium\",\"status\":\"active\",\"tags\":[\"Demo\"],\"tenantId\":\"b3c1b5fc-828c-45fa-a1e1-10d74f6d6e9c\"}",
        "provider": "microsoftDefenderForEndpoint",
        "severity": 47,
        "url": "https://security.microsoft.com/incidents/2972395?tid=12f988bf-16f1-11af-11ab-1d7cd011db47"
    },
    "file": {
        "hash": {
            "sha1": [
                "5f1e8acedc065031aad553b710838eb366cfee9a"
            ],
            "sha256": [
                "8963a19fb992ad9a76576c5638fd68292cffb9aaac29eb8285f9abf6196a7dec"
            ]
        },
        "name": [
            "MsSense.exe"
        ],
        "path": [
            "C:\\Program Files\\temp\\MsSense.exe"
        ],
        "size": [
            6136392
        ]
    },
    "host": {
        "id": [
            "73e7e2de709dff64ef64b1d0c30e67fab63279db"
        ],
        "name": [
            "tempdns"
        ],
        "os": {
            "name": [
                "Windows10"
            ],
            "version": [
                "Other"
            ]
        }
    },
    "input": {
        "type": "httpjson"
    },
    "m365_defender": {
        "incident": {
            "alert": {
                "alert_web_url": {
                    "domain": "security.microsoft.com",
                    "original": "https://security.microsoft.com/alerts/da637551227677560813_-961444813?tid=b3c1b5fc-828c-45fa-a1e1-10d74f6d6e9c",
                    "path": "/alerts/da637551227677560813_-961444813",
                    "query": "tid=b3c1b5fc-828c-45fa-a1e1-10d74f6d6e9c",
                    "scheme": "https"
                },
                "category": "DefenseEvasion",
                "classification": "unknown",
                "created_datetime": "2021-04-27T12:19:27.721Z",
                "description": "A hidden file has been launched. This activity could indicate a compromised host. Attackers often hide files associated with malicious tools to evade file system inspection and defenses.",
                "detection_source": "antivirus",
                "detector_id": "e0da400f-affd-43ef-b1d5-afc2eb6f2756",
                "determination": "unknown",
                "evidence": [
                    {
                        "created_datetime": "2021-04-27T12:19:27.721Z",
                        "defender_av_status": "unknown",
                        "device_dns_name": "tempDns",
                        "first_seen_datetime": "2020-09-12T07:28:32.432Z",
                        "health_status": "active",
                        "mde_device_id": "73e7e2de709dff64ef64b1d0c30e67fab63279db",
                        "odata_type": "#microsoft.graph.security.deviceEvidence",
                        "onboarding_status": "onboarded",
                        "os_build": "22424",
                        "os_platform": "Windows10",
                        "rbac_group": {
                            "id": "75",
                            "name": "UnassignedGroup"
                        },
                        "remediation_status": "none",
                        "risk_score": "medium",
                        "roles": [
                            "compromised"
                        ],
                        "tags": [
                            "Test Machine"
                        ],
                        "verdict": "unknown",
                        "version": "Other",
                        "vm_metadata": {
                            "cloud_provider": "azure",
                            "resource_id": "/subscriptions/8700d3a3-3bb7-4fbe-a090-488a1ad04161/resourceGroups/WdatpApi-EUS-STG/providers/Microsoft.Compute/virtualMachines/NirLaviTests",
                            "subscription_id": "8700d3a3-3bb7-4fbe-a090-488a1ad04161",
                            "vm_id": "ca1b0d41-5a3b-4d95-b48b-f220aed11d78"
                        }
                    },
                    {
                        "created_datetime": "2021-04-27T12:19:27.721Z",
                        "detection_status": "detected",
                        "file_details": {
                            "name": "MsSense.exe",
                            "path": "C:\\Program Files\\temp",
                            "publisher": "Microsoft Corporation",
                            "sha1": "5f1e8acedc065031aad553b710838eb366cfee9a",
                            "sha256": "8963a19fb992ad9a76576c5638fd68292cffb9aaac29eb8285f9abf6196a7dec",
                            "size": 6136392
                        },
                        "mde_device_id": "73e7e2de709dff64ef64b1d0c30e67fab63279db",
                        "odata_type": "#microsoft.graph.security.fileEvidence",
                        "remediation_status": "none",
                        "verdict": "unknown"
                    },
                    {
                        "created_datetime": "2021-04-27T12:19:27.721Z",
                        "detection_status": "detected",
                        "image_file": {
                            "name": "MsSense.exe",
                            "path": "C:\\Program Files\\temp",
                            "publisher": "Microsoft Corporation",
                            "sha1": "5f1e8acedc065031aad553b710838eb366cfee9a",
                            "sha256": "8963a19fb992ad9a76576c5638fd68292cffb9aaac29eb8285f9abf6196a7dec",
                            "size": 6136392
                        },
                        "mde_device_id": "73e7e2de709dff64ef64b1d0c30e67fab63279db",
                        "odata_type": "#microsoft.graph.security.processEvidence",
                        "parent_process": {
                            "creation_datetime": "2021-08-12T07:39:09.090Z",
                            "id": 668,
                            "image_file": {
                                "name": "services.exe",
                                "path": "C:\\Windows\\System32",
                                "publisher": "Microsoft Corporation",
                                "size": 731744
                            }
                        },
                        "process": {
                            "command_line": "\"MsSense.exe\"",
                            "creation_datetime": "2021-08-12T12:43:19.077Z",
                            "id": 4780
                        },
                        "remediation_status": "none",
                        "user_account": {
                            "account_name": "SYSTEM",
                            "domain_name": "NT AUTHORITY",
                            "user_sid": "S-1-5-18"
                        },
                        "verdict": "unknown"
                    },
                    {
                        "created_datetime": "2021-04-27T12:19:27.721Z",
                        "odata_type": "#microsoft.graph.security.registryKeyEvidence",
                        "registry_hive": "HKEY_LOCAL_MACHINE",
                        "registry_key": "SYSTEM\\CONTROLSET001\\CONTROL\\WMI\\AUTOLOGGER\\SENSEAUDITLOGGER",
                        "remediation_status": "none",
                        "verdict": "unknown"
                    }
                ],
                "first_activity_datetime": "2021-04-26T07:45:50.116Z",
                "id": "da637551227677560813_-9614448132",
                "incident_id": "28282",
                "incident_web_url": {
                    "domain": "security.microsoft.com",
                    "original": "https://security.microsoft.com/incidents/28282?tid=b3c1b5fc-828c-45fa-a1e1-10d74f6d6e9c",
                    "path": "/incidents/28282",
                    "query": "tid=b3c1b5fc-828c-45fa-a1e1-10d74f6d6e9c",
                    "scheme": "https"
                },
                "last_activity_datetime": "2021-05-02T07:56:58.222Z",
                "last_update_datetime": "2021-05-02T14:19:01.326Z",
                "mitre_techniques": [
                    "T1564.001"
                ],
                "provider_alert_id": "da637551227677560813_-961444813",
                "recommended_actions": "Collect artifacts and determine scope\n�\tReview the machine timeline for suspicious activities that may have occurred before and after the time of the alert, and record additional related artifacts (files, IPs/URLs) \n�\tLook for the presence of relevant artifacts on other systems. Identify commonalities and differences between potentially compromised systems.\n�\tSubmit relevant files for deep analysis and review resulting detailed behavioral information.\n�\tSubmit undetected files to the MMPC malware portal\n\nInitiate containment & mitigation \n�\tContact the user to verify intent and initiate local remediation actions as needed.\n�\tUpdate AV signatures and run a full scan. The scan might reveal and remove previously-undetected malware components.\n�\tEnsure that the machine has the latest security updates. In particular, ensure that you have installed the latest software, web browser, and Operating System versions.\n�\tIf credential theft is suspected, reset all relevant users passwords.\n�\tBlock communication with relevant URLs or IPs at the organization�s perimeter.",
                "service_source": "microsoftDefenderForEndpoint",
                "severity": "low",
                "status": "new",
                "tenant_id": "b3c1b5fc-828c-45fa-a1e1-10d74f6d6e9c",
                "title": "Suspicious execution of hidden file"
            },
            "assigned_to": "KaiC@contoso.onmicrosoft.com",
            "classification": "truePositive",
            "comments": [
                {
                    "comment": "Demo incident",
                    "createdBy": "DavidS@contoso.onmicrosoft.com",
                    "createdTime": "2021-09-30T12:07:37.2756993Z"
                }
            ],
            "created_datetime": "2021-08-13T08:43:35.553Z",
            "determination": "multiStagedAttack",
            "display_name": "Multi-stage incident involving Initial access & Command and control on multiple endpoints reported by multiple sources",
            "id": "29723951",
            "last_update_datetime": "2021-09-30T09:35:45.113Z",
            "odata_type": "#microsoft.graph.security.incident",
            "severity": "medium",
            "status": "active",
            "tags": [
                "Demo"
            ],
            "tenant_id": "b3c1b5fc-828c-45fa-a1e1-10d74f6d6e9c",
            "web_url": {
                "domain": "security.microsoft.com",
                "original": "https://security.microsoft.com/incidents/2972395?tid=12f988bf-16f1-11af-11ab-1d7cd011db47",
                "path": "/incidents/2972395",
                "query": "tid=12f988bf-16f1-11af-11ab-1d7cd011db47",
                "scheme": "https"
            }
        }
    },
    "message": "Multi-stage incident involving Initial access & Command and control on multiple endpoints reported by multiple sources",
    "process": {
        "command_line": [
            "\"MsSense.exe\""
        ],
        "entity_id": [
            "4780"
        ],
        "hash": {
            "sha1": [
                "5f1e8acedc065031aad553b710838eb366cfee9a"
            ],
            "sha256": [
                "8963a19fb992ad9a76576c5638fd68292cffb9aaac29eb8285f9abf6196a7dec"
            ]
        },
        "name": "MsSense.exe",
        "parent": {
            "entity_id": [
                "668"
            ],
            "pid": [
                668
            ],
            "start": [
                "2021-08-12T07:39:09.090Z"
            ]
        },
        "pid": [
            4780
        ],
        "start": [
            "2021-08-12T12:43:19.077Z"
        ],
        "user": {
            "name": [
                "SYSTEM"
            ]
        }
    },
    "registry": {
        "hive": [
            "HKEY_LOCAL_MACHINE"
        ],
        "key": [
            "SYSTEM\\CONTROLSET001\\CONTROL\\WMI\\AUTOLOGGER\\SENSEAUDITLOGGER"
        ]
    },
    "related": {
        "hash": [
            "5f1e8acedc065031aad553b710838eb366cfee9a",
            "8963a19fb992ad9a76576c5638fd68292cffb9aaac29eb8285f9abf6196a7dec"
        ],
        "hosts": [
            "tempDns",
            "NT AUTHORITY"
        ],
        "user": [
            "KaiC",
            "KaiC@contoso.onmicrosoft.com",
            "DavidS@contoso.onmicrosoft.com",
            "SYSTEM",
            "S-1-5-18"
        ]
    },
    "source": {
        "user": {
            "domain": "contoso.onmicrosoft.com",
            "email": "KaiC@contoso.onmicrosoft.com",
            "name": "KaiC"
        }
    },
    "tags": [
        "preserve_original_event",
        "preserve_duplicate_custom_fields",
        "forwarded",
        "m365_defender-incident"
    ],
    "threat": {
        "tactic": {
            "name": [
                "DefenseEvasion"
            ]
        },
        "technique": {
            "subtechnique": {
                "id": [
                    "T1564.001"
                ]
            }
        }
    }
}
Exported fields
Field Description Type
@timestamp Event timestamp. date
cloud.image.id Image ID for the cloud instance. keyword
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
host.containerized If the host is a container. boolean
host.os.build OS build information. keyword
host.os.codename OS codename, if any. keyword
input.type Input type keyword
log.offset Log offset long
m365_defender.incident.alert.actor_display_name The adversary or activity group that is associated with this alert. keyword
m365_defender.incident.alert.alert_web_url.domain keyword
m365_defender.incident.alert.alert_web_url.extension keyword
m365_defender.incident.alert.alert_web_url.fragment keyword
m365_defender.incident.alert.alert_web_url.full keyword
m365_defender.incident.alert.alert_web_url.original keyword
m365_defender.incident.alert.alert_web_url.password keyword
m365_defender.incident.alert.alert_web_url.path keyword
m365_defender.incident.alert.alert_web_url.port long
m365_defender.incident.alert.alert_web_url.query keyword
m365_defender.incident.alert.alert_web_url.scheme keyword
m365_defender.incident.alert.alert_web_url.username keyword
m365_defender.incident.alert.assigned_to Owner of the alert, or null if no owner is assigned. keyword
m365_defender.incident.alert.category The attack kill-chain category that the alert belongs to. Aligned with the MITRE ATT&CK framework. keyword
m365_defender.incident.alert.classification Specifies whether the alert represents a true threat. Possible values are: unknown, falsePositive, truePositive, benignPositive, unknownFutureValue. keyword
m365_defender.incident.alert.comments Array of comments created by the Security Operations (SecOps) team during the alert management process. flattened
m365_defender.incident.alert.created_datetime Time when Microsoft 365 Defender created the alert. date
m365_defender.incident.alert.description String value describing each alert. keyword
m365_defender.incident.alert.detection_source Detection technology or sensor that identified the notable component or activity. keyword
m365_defender.incident.alert.detector_id The ID of the detector that triggered the alert. keyword
m365_defender.incident.alert.determination Specifies the result of the investigation, whether the alert represents a true attack and if so, the nature of the attack. Possible values are: unknown, apt, malware, securityPersonnel, securityTesting, unwantedSoftware, other, multiStagedAttack, compromisedUser, phishing, maliciousUserActivity, clean, insufficientData, confirmedUserActivity, lineOfBusinessApplication, unknownFutureValue. keyword
m365_defender.incident.alert.evidence.antispam_direction Direction of the email relative to your network. The possible values are: Inbound, Outbound or Intraorg. keyword
m365_defender.incident.alert.evidence.app_id Unique identifier of the application. keyword
m365_defender.incident.alert.evidence.attachments_count Number of attachments in the email. long
m365_defender.incident.alert.evidence.azure_ad_device_id A unique identifier assigned to a device by Azure Active Directory (Azure AD) when device is Azure AD-joined. keyword
m365_defender.incident.alert.evidence.cluster_by The clustering logic of the emails inside the cluster. keyword
m365_defender.incident.alert.evidence.cluster_by_value The value utilized to cluster the similar emails. keyword
m365_defender.incident.alert.evidence.created_datetime The time the evidence was created and added to the alert. date
m365_defender.incident.alert.evidence.defender_av_status State of the Defender AntiMalware engine. The possible values are: notReporting, disabled, notUpdated, updated, unknown, notSupported, unknownFutureValue. keyword
m365_defender.incident.alert.evidence.delivery_action Delivery action of the email. The possible values are: Delivered, DeliveredAsSpam, Junked, Blocked, or Replaced. keyword
m365_defender.incident.alert.evidence.delivery_location Location where the email was delivered. The possible values are: Inbox, External, JunkFolder, Quarantine, Failed, Dropped, DeletedFolder or Forwarded. keyword
m365_defender.incident.alert.evidence.detection_status The status of the detection.The possible values are: detected, blocked, prevented, unknownFutureValue. keyword
m365_defender.incident.alert.evidence.device_dns_name The fully qualified domain name (FQDN) for the device. keyword
m365_defender.incident.alert.evidence.display_name Name of the application. keyword
m365_defender.incident.alert.evidence.email_count Count of emails in the email cluster. long
m365_defender.incident.alert.evidence.file_details.issuer The certificate authority (CA) that issued the certificate. keyword
m365_defender.incident.alert.evidence.file_details.name The name of the file. keyword
m365_defender.incident.alert.evidence.file_details.odata_type keyword
m365_defender.incident.alert.evidence.file_details.path The file path (location) of the file instance. keyword
m365_defender.incident.alert.evidence.file_details.publisher The publisher of the file. keyword
m365_defender.incident.alert.evidence.file_details.sha1 The Sha1 cryptographic hash of the file content. keyword
m365_defender.incident.alert.evidence.file_details.sha256 The Sha256 cryptographic hash of the file content. keyword
m365_defender.incident.alert.evidence.file_details.signer The signer of the signed file. keyword
m365_defender.incident.alert.evidence.file_details.size The size of the file in bytes. long
m365_defender.incident.alert.evidence.first_seen_datetime The date and time when the device was first seen. date
m365_defender.incident.alert.evidence.health_status The health state of the device.The possible values are: active, inactive, impairedCommunication, noSensorData, noSensorDataImpairedCommunication, unknown, unknownFutureValue. keyword
m365_defender.incident.alert.evidence.image_file.issuer The certificate authority (CA) that issued the certificate. keyword
m365_defender.incident.alert.evidence.image_file.name The name of the file. keyword
m365_defender.incident.alert.evidence.image_file.odata_type keyword
m365_defender.incident.alert.evidence.image_file.path The file path (location) of the file instance. keyword
m365_defender.incident.alert.evidence.image_file.publisher The publisher of the file. keyword
m365_defender.incident.alert.evidence.image_file.sha1 The Sha1 cryptographic hash of the file content. keyword
m365_defender.incident.alert.evidence.image_file.sha256 The Sha256 cryptographic hash of the file content. keyword
m365_defender.incident.alert.evidence.image_file.signer The signer of the signed file. keyword
m365_defender.incident.alert.evidence.image_file.size The size of the file in bytes. long
m365_defender.incident.alert.evidence.instance_id Identifier of the instance of the Software as a Service (SaaS) application. keyword
m365_defender.incident.alert.evidence.instance_name Name of the instance of the SaaS application. keyword
m365_defender.incident.alert.evidence.internet_message_id Public-facing identifier for the email that is set by the sending email system. keyword
m365_defender.incident.alert.evidence.ip_address The value of the IP Address, can be either in V4 address or V6 address format. ip
m365_defender.incident.alert.evidence.language Detected language of the email content. keyword
m365_defender.incident.alert.evidence.logged_on_users.account_name User account name of the logged-on user. keyword
m365_defender.incident.alert.evidence.logged_on_users.domain_name User account domain of the logged-on user. keyword
m365_defender.incident.alert.evidence.logged_on_users.odata_type keyword
m365_defender.incident.alert.evidence.mde_device_id A unique identifier assigned to a device by Microsoft Defender for Endpoint. keyword
m365_defender.incident.alert.evidence.network_message_id Unique identifier for the email, generated by Microsoft 365. keyword
m365_defender.incident.alert.evidence.network_message_ids Unique identifiers for the emails in the cluster, generated by Microsoft 365. keyword
m365_defender.incident.alert.evidence.object_id The unique identifier of the application object in Azure AD. keyword
m365_defender.incident.alert.evidence.odata_type keyword
m365_defender.incident.alert.evidence.onboarding_status The status of the machine onboarding to Microsoft Defender for Endpoint.The possible values are: insufficientInfo, onboarded, canBeOnboarded, unsupported, unknownFutureValue. keyword
m365_defender.incident.alert.evidence.os_build The build version for the operating system the device is running. keyword
m365_defender.incident.alert.evidence.os_platform The operating system platform the device is running. keyword
m365_defender.incident.alert.evidence.p1_sender.display_name The name of the sender. keyword
m365_defender.incident.alert.evidence.p1_sender.domain_name Sender domain. keyword
m365_defender.incident.alert.evidence.p1_sender.email_address Sender email address. keyword
m365_defender.incident.alert.evidence.p1_sender.odata_type keyword
m365_defender.incident.alert.evidence.p2_sender.display_name The name of the sender. keyword
m365_defender.incident.alert.evidence.p2_sender.domain_name Sender domain. keyword
m365_defender.incident.alert.evidence.p2_sender.email_address Sender email address. keyword
m365_defender.incident.alert.evidence.p2_sender.odata_type keyword
m365_defender.incident.alert.evidence.parent_process.creation_datetime Date and time when the parent of the process was created. date
m365_defender.incident.alert.evidence.parent_process.id Process ID (PID) of the parent process that spawned the process. long
m365_defender.incident.alert.evidence.parent_process.image_file.issuer The certificate authority (CA) that issued the certificate. keyword
m365_defender.incident.alert.evidence.parent_process.image_file.name The name of the file. keyword
m365_defender.incident.alert.evidence.parent_process.image_file.odata_type keyword
m365_defender.incident.alert.evidence.parent_process.image_file.path The file path (location) of the file instance. keyword
m365_defender.incident.alert.evidence.parent_process.image_file.publisher The publisher of the file. keyword
m365_defender.incident.alert.evidence.parent_process.image_file.sha1 The Sha1 cryptographic hash of the file content. keyword
m365_defender.incident.alert.evidence.parent_process.image_file.sha256 The Sha256 cryptographic hash of the file content. keyword
m365_defender.incident.alert.evidence.parent_process.image_file.signer The signer of the signed file. keyword
m365_defender.incident.alert.evidence.parent_process.image_file.size The size of the file in bytes. long
m365_defender.incident.alert.evidence.primary_address The primary email address of the mailbox. keyword
m365_defender.incident.alert.evidence.process.command_line Command line used to create the new process. keyword
m365_defender.incident.alert.evidence.process.creation_datetime Date and time the process was created. date
m365_defender.incident.alert.evidence.process.id Process ID (PID) of the newly created process. long
m365_defender.incident.alert.evidence.publisher The name of the application publisher. keyword
m365_defender.incident.alert.evidence.query The query used to identify the email cluster. keyword
m365_defender.incident.alert.evidence.rbac_group.id The ID of the role-based access control (RBAC) device group. keyword
m365_defender.incident.alert.evidence.rbac_group.name The name of the RBAC device group. keyword
m365_defender.incident.alert.evidence.received_datetime Date and time when the email was received. date
m365_defender.incident.alert.evidence.recipient_email_address Email address of the recipient, or email address of the recipient after distribution list expansion. keyword
m365_defender.incident.alert.evidence.registry_hive Registry hive of the key that the recorded action was applied to. keyword
m365_defender.incident.alert.evidence.registry_key Registry key that the recorded action was applied to. keyword
m365_defender.incident.alert.evidence.registry_value Data of the registry value that the recorded action was applied to. keyword
m365_defender.incident.alert.evidence.registry_value_name Name of the registry value that the recorded action was applied to. keyword
m365_defender.incident.alert.evidence.registry_value_type Data type, such as binary or string, of the registry value that the recorded action was applied to. keyword
m365_defender.incident.alert.evidence.remediation_status Status of the remediation action taken. The possible values are: none, remediated, prevented, blocked, notFound, active, pendingApproval, declined, notRemediated, running, unknownFutureValue. keyword
m365_defender.incident.alert.evidence.remediation_status_details Details about the remediation status. keyword
m365_defender.incident.alert.evidence.risk_score Risk score as evaluated by Microsoft Defender for Endpoint. The possible values are: none, informational, low, medium, high, unknownFutureValue. keyword
m365_defender.incident.alert.evidence.roles The role/s that an evidence entity represents in an alert, e.g., an IP address that is associated with an attacker will have the evidence role "Attacker". keyword
m365_defender.incident.alert.evidence.saas_app_id The identifier of the SaaS application. keyword
m365_defender.incident.alert.evidence.security_group_id Unique identifier of the security group. keyword
m365_defender.incident.alert.evidence.sender_ip IP address of the last detected mail server that relayed the message. ip
m365_defender.incident.alert.evidence.subject Subject of the email. keyword
m365_defender.incident.alert.evidence.tags Array of custom tags associated with an evidence instance, for example to denote a group of devices, high value assets, etc. keyword
m365_defender.incident.alert.evidence.threat_detection_methods Collection of methods used to detect malware, phishing, or other threats found in the email. keyword
m365_defender.incident.alert.evidence.threats Collection of detection names for malware or other threats found. keyword
m365_defender.incident.alert.evidence.type keyword
m365_defender.incident.alert.evidence.url The Unique Resource Locator (URL). keyword
m365_defender.incident.alert.evidence.url_count Number of embedded URLs in the email. long
m365_defender.incident.alert.evidence.urls Collection of the URLs contained in this email. keyword
m365_defender.incident.alert.evidence.urn Uniform resource name (URN) of the automated investigation where the cluster was identified. keyword
m365_defender.incident.alert.evidence.user_account.account_name The user account's displayed name. keyword
m365_defender.incident.alert.evidence.user_account.azure_ad_user_id The user object identifier in Azure AD. keyword
m365_defender.incident.alert.evidence.user_account.display_name The user display name in Azure AD. keyword
m365_defender.incident.alert.evidence.user_account.domain_name The name of the Active Directory domain of which the user is a member. keyword
m365_defender.incident.alert.evidence.user_account.odata_type keyword
m365_defender.incident.alert.evidence.user_account.user_principal_name The user principal name of the account in Azure AD. keyword
m365_defender.incident.alert.evidence.user_account.user_sid The local security identifier of the user account. keyword
m365_defender.incident.alert.evidence.verdict The decision reached by automated investigation. The possible values are: unknown, suspicious, malicious, noThreatsFound, unknownFutureValue. keyword
m365_defender.incident.alert.evidence.version The version of the operating system platform. keyword
m365_defender.incident.alert.evidence.vm_metadata.cloud_provider The cloud provider hosting the virtual machine. The possible values are: unknown, azure, unknownFutureValue. keyword
m365_defender.incident.alert.evidence.vm_metadata.odata_type keyword
m365_defender.incident.alert.evidence.vm_metadata.resource_id Unique identifier of the Azure resource. keyword
m365_defender.incident.alert.evidence.vm_metadata.subscription_id Unique identifier of the Azure subscription the customer tenant belongs to. keyword
m365_defender.incident.alert.evidence.vm_metadata.vm_id Unique identifier of the virtual machine instance. keyword
m365_defender.incident.alert.first_activity_datetime The earliest activity associated with the alert. date
m365_defender.incident.alert.id Unique identifier to represent the alert resource. keyword
m365_defender.incident.alert.incident_id Unique identifier to represent the incident this alert resource is associated with. keyword
m365_defender.incident.alert.incident_web_url.domain keyword
m365_defender.incident.alert.incident_web_url.extension keyword
m365_defender.incident.alert.incident_web_url.fragment keyword
m365_defender.incident.alert.incident_web_url.full keyword
m365_defender.incident.alert.incident_web_url.original keyword
m365_defender.incident.alert.incident_web_url.password keyword
m365_defender.incident.alert.incident_web_url.path keyword
m365_defender.incident.alert.incident_web_url.port long
m365_defender.incident.alert.incident_web_url.query keyword
m365_defender.incident.alert.incident_web_url.scheme keyword
m365_defender.incident.alert.incident_web_url.username keyword
m365_defender.incident.alert.last_activity_datetime The oldest activity associated with the alert. date
m365_defender.incident.alert.last_update_datetime Time when the alert was last updated at Microsoft 365 Defender. date
m365_defender.incident.alert.mitre_techniques The attack techniques, as aligned with the MITRE ATT&CK framework. keyword
m365_defender.incident.alert.provider_alert_id The ID of the alert as it appears in the security provider product that generated the alert. keyword
m365_defender.incident.alert.recommended_actions Recommended response and remediation actions to take in the event this alert was generated. match_only_text
m365_defender.incident.alert.resolved_datetime Time when the alert was resolved. date
m365_defender.incident.alert.service_source The service or product that created this alert. Possible values are: microsoftDefenderForEndpoint, microsoftDefenderForIdentity, microsoftCloudAppSecurity, microsoftDefenderForOffice365, microsoft365Defender, aadIdentityProtection, appGovernance, dataLossPrevention. keyword
m365_defender.incident.alert.severity Indicates the possible impact on assets. The higher the severity the bigger the impact. Typically higher severity items require the most immediate attention. Possible values are: unknown, informational, low, medium, high, unknownFutureValue. keyword
m365_defender.incident.alert.status The status of the alert. Possible values are: new, inProgress, resolved, unknownFutureValue. keyword
m365_defender.incident.alert.tenant_id The Azure Active Directory tenant the alert was created in. keyword
m365_defender.incident.alert.threat_display_name The threat associated with this alert. keyword
m365_defender.incident.alert.threat_family_name Threat family associated with this alert. keyword
m365_defender.incident.alert.title Brief identifying string value describing the alert. keyword
m365_defender.incident.assigned_to Owner of the incident, or null if no owner is assigned. Free editable text. keyword
m365_defender.incident.classification The specification for the incident. Possible values are: unknown, falsePositive, truePositive, informationalExpectedActivity, unknownFutureValue. keyword
m365_defender.incident.comments Array of comments created by the Security Operations (SecOps) team when the incident is managed. flattened
m365_defender.incident.created_datetime Time when the incident was first created. date
m365_defender.incident.determination Specifies the determination of the incident. Possible values are: unknown, apt, malware, securityPersonnel, securityTesting, unwantedSoftware, other, multiStagedAttack, compromisedUser, phishing, maliciousUserActivity, clean, insufficientData, confirmedUserActivity, lineOfBusinessApplication, unknownFutureValue. keyword
m365_defender.incident.display_name The incident name. keyword
m365_defender.incident.id Unique identifier to represent the incident. keyword
m365_defender.incident.last_update_datetime Time when the incident was last updated. date
m365_defender.incident.odata_type keyword
m365_defender.incident.redirect_incident_id Only populated in case an incident is grouped together with another incident, as part of the logic that processes incidents. In such a case, the status property is redirected. keyword
m365_defender.incident.severity Indicates the possible impact on assets. The higher the severity, the bigger the impact. Typically higher severity items require the most immediate attention. Possible values are: unknown, informational, low, medium, high, unknownFutureValue. keyword
m365_defender.incident.status The status of the incident. Possible values are: active, resolved, redirected, unknownFutureValue. keyword
m365_defender.incident.tags Array of custom tags associated with an incident. keyword
m365_defender.incident.tenant_id The Azure Active Directory tenant in which the alert was created. keyword
m365_defender.incident.web_url.domain keyword
m365_defender.incident.web_url.extension keyword
m365_defender.incident.web_url.fragment keyword
m365_defender.incident.web_url.full keyword
m365_defender.incident.web_url.original keyword
m365_defender.incident.web_url.password keyword
m365_defender.incident.web_url.path keyword
m365_defender.incident.web_url.port long
m365_defender.incident.web_url.query keyword
m365_defender.incident.web_url.scheme keyword
m365_defender.incident.web_url.username keyword

This is the vulnerability dataset.

Example 
{
    "@timestamp": "2025-11-26T10:57:34.637Z",
    "agent": {
        "ephemeral_id": "33ecee79-60c9-4f68-936e-b354381f4cd1",
        "id": "fa0805b5-0c2f-4a5d-83af-c27f59b996a5",
        "name": "elastic-agent-20650",
        "type": "filebeat",
        "version": "8.19.4"
    },
    "data_stream": {
        "dataset": "m365_defender.vulnerability",
        "namespace": "44318",
        "type": "logs"
    },
    "ecs": {
        "version": "8.17.0"
    },
    "elastic_agent": {
        "id": "fa0805b5-0c2f-4a5d-83af-c27f59b996a5",
        "snapshot": false,
        "version": "8.19.4"
    },
    "event": {
        "agent_id_status": "verified",
        "category": [
            "vulnerability"
        ],
        "dataset": "m365_defender.vulnerability",
        "id": "1212121212121212121212_red_hat_kernel_0:5.14.0-427.42.1.el9_4_CVE-2022-49226",
        "ingested": "2025-11-26T10:57:35Z",
        "kind": "event",
        "original": "{\"CveBatchTitle\":\"Red_hat February 2025 Vulnerabilities\",\"CveBatchUrl\":\"https://security.access.redhat.com/data/oval/v2/RHEL9/rhel-9.8-eus.oval.xml.bz2\",\"CveId\":\"CVE-2022-49226\",\"CvssScore\":5.5,\"DeviceId\":\"1212121212121212121212\",\"DeviceName\":\"sample-host-1\",\"ExploitabilityLevel\":\"NoExploit\",\"FirstSeenTimestamp\":\"2025-10-06 10:43:58\",\"Id\":\"1212121212121212121212_red_hat_kernel_0:5.14.0-427.42.1.el9_4_CVE-2022-49226\",\"IsOnboarded\":true,\"LastSeenTimestamp\":\"2025-10-06 22:45:00\",\"OSArchitecture\":\"x64\",\"OSPlatform\":\"Linux\",\"OSVersion\":\"enterprise_linux_9.4\",\"RbacGroupId\":0,\"RbacGroupName\":\"Unassigned\",\"RecommendationReference\":\"va-_-red_hat-_-kernel\",\"RecommendedSecurityUpdate\":\"CVE-2022-49226_oval:com.redhat.rhsa:def:20249315\",\"RecommendedSecurityUpdateId\":\"RHSA-2024:9315\",\"RecommendedSecurityUpdateUrl\":\"https://access.redhat.com/errata/RHSA-2024:9315\",\"RegistryPaths\":[],\"SecurityUpdateAvailable\":true,\"SoftwareName\":\"kernel\",\"SoftwareVendor\":\"red_hat\",\"SoftwareVersion\":\"0:5.14.0-427.42.1.el9_4\",\"VulnerabilitySeverityLevel\":\"Medium\"}",
        "type": [
            "info"
        ]
    },
    "group": {
        "id": "0",
        "name": "Unassigned"
    },
    "host": {
        "architecture": "x64",
        "hostname": "sample-host-1",
        "id": "1212121212121212121212",
        "name": "sample-host-1",
        "os": {
            "name": "Linux enterprise_linux_9.4",
            "platform": "Linux",
            "type": "linux",
            "version": "enterprise_linux_9.4"
        }
    },
    "input": {
        "type": "cel"
    },
    "m365_defender": {
        "vulnerability": {
            "cve_batch_title": "Red_hat February 2025 Vulnerabilities",
            "cve_batch_url": "https://security.access.redhat.com/data/oval/v2/RHEL9/rhel-9.8-eus.oval.xml.bz2",
            "cve_id": "CVE-2022-49226",
            "cvss_score": 5.5,
            "device_id": "1212121212121212121212",
            "device_name": "sample-host-1",
            "exploitability_level": "NoExploit",
            "first_seen_timestamp": "2025-10-06T10:43:58.000Z",
            "id": "1212121212121212121212_red_hat_kernel_0:5.14.0-427.42.1.el9_4_CVE-2022-49226",
            "is_onboarded": true,
            "last_seen_timestamp": "2025-10-06T22:45:00.000Z",
            "os_architecture": "x64",
            "os_platform": "Linux",
            "os_version": "enterprise_linux_9.4",
            "rbac_group_id": "0",
            "rbac_group_name": "Unassigned",
            "recommendation_reference": "va-_-red_hat-_-kernel",
            "recommended_security_update": "CVE-2022-49226_oval:com.redhat.rhsa:def:20249315",
            "recommended_security_update_id": "RHSA-2024:9315",
            "security_update_available": true,
            "severity_level": "Medium",
            "software_name": "kernel",
            "software_vendor": "red_hat",
            "software_version": "0:5.14.0-427.42.1.el9_4"
        }
    },
    "message": "Red_hat February 2025 Vulnerabilities",
    "observer": {
        "product": "Microsoft 365 Defender",
        "vendor": "Microsoft"
    },
    "package": {
        "name": "kernel",
        "version": "0:5.14.0-427.42.1.el9_4"
    },
    "related": {
        "hosts": [
            "1212121212121212121212",
            "sample-host-1"
        ]
    },
    "resource": {
        "id": "1212121212121212121212",
        "name": "sample-host-1"
    },
    "tags": [
        "preserve_original_event",
        "preserve_duplicate_custom_fields",
        "forwarded",
        "m365_defender-vulnerability"
    ],
    "vulnerability": {
        "classification": "CVSS",
        "cve": "CVE-2022-49226",
        "enumeration": "CVE",
        "id": "CVE-2022-49226",
        "reference": "https://www.cve.org/CVERecord?id=CVE-2022-49226",
        "scanner": {
            "vendor": "Microsoft"
        },
        "score": {
            "base": 5.5
        },
        "severity": "Medium",
        "title": "Vulnerability found in kernel 0:5.14.0-427.42.1.el9_4 - CVE-2022-49226"
    }
}
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.file.device_id Device Id of the log file this event came from. keyword
log.file.inode Inode number of the log file. keyword
log.offset Log offset. long
m365_defender.vulnerability.cve_batch_title keyword
m365_defender.vulnerability.cve_batch_url keyword
m365_defender.vulnerability.cve_id Unique identifier assigned to the security vulnerability under the Common Vulnerabilities and Exposures (CVE) system. keyword
m365_defender.vulnerability.cvss_score The CVSS score of the CVE. float
m365_defender.vulnerability.device_id Unique identifier for the device in the service. keyword
m365_defender.vulnerability.device_name Fully qualified domain name (FQDN) of the device. keyword
m365_defender.vulnerability.disk_paths Disk evidence that the product is installed on the device. keyword
m365_defender.vulnerability.exploitability_level The exploitability level of this vulnerability (NoExploit, ExploitIsPublic, ExploitIsVerified, ExploitIsInKit) keyword
m365_defender.vulnerability.first_seen_timestamp First time this product CVE was seen on the device. date
m365_defender.vulnerability.id Unique identifier for the record. keyword
m365_defender.vulnerability.is_onboarded boolean
m365_defender.vulnerability.last_seen_timestamp Last time the software was reported on the device. date
m365_defender.vulnerability.os_architecture Architecture of the operating system running on the device. keyword
m365_defender.vulnerability.os_platform Platform of the operating system running on the device. keyword
m365_defender.vulnerability.os_version Version of the operating system running on the device. keyword
m365_defender.vulnerability.rbac_group_id keyword
m365_defender.vulnerability.rbac_group_name The role-based access control (RBAC) group. keyword
m365_defender.vulnerability.recommendation_reference A reference to the recommendation ID related to this software. keyword
m365_defender.vulnerability.recommended_security_update Name or description of the security update provided by the software vendor to address the vulnerability. keyword
m365_defender.vulnerability.recommended_security_update_id Identifier of the applicable security updates or identifier for the corresponding guidance or knowledge base (KB) articles. keyword
m365_defender.vulnerability.registry_paths Registry evidence that the product is installed in the device. keyword
m365_defender.vulnerability.security_update_available Indicates whether a security update is available for the software. boolean
m365_defender.vulnerability.severity_level Severity level assigned to the security vulnerability based on the CVSS score. keyword
m365_defender.vulnerability.software_name Name of the software product. keyword
m365_defender.vulnerability.software_vendor Name of the software vendor. keyword
m365_defender.vulnerability.software_version Version number of the software product. keyword
observer.vendor Vendor name of the observer. constant_keyword
package.fixed_version keyword
package.name Package name keyword
package.version Package version keyword
resource.id keyword
resource.name keyword
vulnerability.cve The CVE id of the vulnerability. keyword
vulnerability.published_date date
vulnerability.scanner.vendor The name of the vulnerability scanner vendor. constant_keyword
vulnerability.title keyword

These inputs are used in this integration:

This integration dataset uses the following APIs:

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.

Microsoft Defender XDR Alert Dashboard
Microsoft Defender XDR (Incidents) Incidents Dashboard
Microsoft Defender XDR (Events) Alerts Dashboard
Microsoft Defender XDR (Events) Device Dashboard
Microsoft Defender XDR (Events) Email Dashboard
Microsoft Defender XDR (Events) App & Identity Dashboard
Microsoft Defender XDR Vulnerability
Changelog
Version Details Kibana version(s)
5.3.0 Enhancement (View pull request)
Update documentation to reflect recent changes in vulnerability data stream including replacement of the List Vulnerabilities and List Machines API references with the SoftwareVulnerabilitiesExport API, using the modern integrations documentation layout.		 8.19.4 or higher
9.1.4 or higher
5.2.0 Enhancement (View pull request)
Add cloudsecurity_cdr sub category label		 8.19.4 or higher
9.1.4 or higher
5.1.1 Bug fix (View pull request)
Fix construction of file.path fields in the incident data stream to conform to ECS.		 8.19.4 or higher
9.1.4 or higher
5.1.0 Enhancement (View pull request)
Add support for OAuth2 Endpoint Params option.

Bug fix (View pull request)
Handle expired URLs in vulnerability data stream.		 8.19.4 or higher
9.1.4 or higher
5.0.1 Bug fix (View pull request)
Update transform to filter out documents containing an error.message from vulnerability latest index		 8.19.4 or higher
9.1.4 or higher
5.0.0 Enhancement (View pull request)
Fetch vulnerability data using SoftwareVulnerabilitiesExport API endpoint.


Breaking change (View pull request)
The following fields are no longer available in the new implementation: "cloud.provider", "cloud.resource_id",
"cloud.instance.id", "host.geo", "host.ip", "host.risk.calculated_level", "related.ip",
"vulnerability.description", "vulnerability.published_date", "vulnerability.score.version".
 8.19.4 or higher
9.1.4 or higher
4.2.0 Enhancement (View pull request)
Prevent updating fleet health status to degraded.		 8.19.4 or higher
9.1.4 or higher
4.1.0 Enhancement (View pull request)
Add vulnerability_workflow sub category labels.		 8.19.2 or higher
9.1.2 or higher
4.0.2 Bug fix (View pull request)
Ensure large $skip API parameter values are correctly formatted in vulnerability data stream.

Bug fix (View pull request)
Supress expected empty template health updates.		 8.19.2 or higher
9.1.2 or higher
4.0.1 Bug fix (View pull request)
Extract process.name from process.command_line in alert, event, and incident data streams.		 8.19.2 or higher
9.1.2 or higher
4.0.0 Breaking change (View pull request)
Add mapping changes and latest transform in vulnerability data stream for
Cloud Detection and Response (CDR) vulnerability workflow.
 8.19.2 or higher
9.1.2 or higher
3.14.2 Bug fix (View pull request)
Fix handling of empty string IP values.		 8.18.0 or higher
9.0.0 or higher
3.14.1 Bug fix (View pull request)
Fix agent handling of empty and error results in vulnerability data stream.		 8.18.0 or higher
9.0.0 or higher
3.14.0 Bug fix (View pull request)
Enhanced error handling in the CEL program for API calls to prevent no such key: product_batch_size errors
by ensuring proper propagation of the product_batch_size configuration during failures.
 8.18.0 or higher
9.0.0 or higher
3.13.0 Enhancement (View pull request)
Add process.name ECS mapping in alert, event, and incident data streams.		 8.18.0 or higher
9.0.0 or higher
3.12.0 Enhancement (View pull request)
Use terminate processor instead of fail processor to handle agent errors.		 8.18.0 or higher
9.0.0 or higher
3.11.0 Enhancement (View pull request)
Rebrand integration to Microsoft Defender XDR to align with Microsoft's current branding.
This is a superficial branding update only and does not affect existing functionalities.
 8.18.0 or higher
9.0.0 or higher
3.10.0 Enhancement (View pull request)
Standardize user fields processing across integrations.		 8.18.0 or higher
9.0.0 or higher
3.9.1 Bug fix (View pull request)
Add temporary processor to remove the fields added by the Agentless policy.		 8.18.0 or higher
9.0.0 or higher
3.9.0 Enhancement (View pull request)
ECS mapping improvements.		 8.18.0 or higher
9.0.0 or higher
3.8.0 Enhancement (View pull request)
Add vulnerability data stream.		 8.18.0 or higher
9.0.0 or higher
3.7.0 Enhancement (View pull request)
Set device.id in all datasets and application.name in event dataset.		 8.18.0 or higher
9.0.0 or higher
3.6.0 Enhancement (View pull request)
Add process.entity_id and process.parent.entity_id ECS mappings in all data streams.		 8.18.0 or higher
9.0.0 or higher
3.5.0 Enhancement (View pull request)
Normalize event.severity values across EDR integrations.		 8.18.0 or higher
9.0.0 or higher
3.4.0 Enhancement (View pull request)
Set cloud.instance.id in event dataset.		 8.18.0 or higher
9.0.0 or higher
3.3.1 Bug fix (View pull request)
Fix default request trace enabled behavior.		 8.18.0 or higher
9.0.0 or higher
3.3.0 Enhancement (View pull request)
Improve user.name handling.		 8.18.0 or higher
9.0.0 or higher
3.2.0 Enhancement (View pull request)
Enable request trace log removal.		 8.18.0 or higher
9.0.0 or higher
3.1.0 Enhancement (View pull request)
Improve performance of event ingest pipeline.		 8.18.0 or higher
9.0.0 or higher
3.0.1 Bug fix (View pull request)
Fix event.category value for the AdvancedHunting-AlertInfo event.		 8.18.0 or higher
9.0.0 or higher
2.25.0 Enhancement (View pull request)
Add a toggle button for including unknown members in properties of evolvable enum types.		 8.18.0 or higher
9.0.0 or higher
2.24.0 Enhancement (View pull request)
Enable Agentless deployment.		 8.18.0 or higher
9.0.0 or higher
2.23.0 Enhancement (View pull request)
Add email ECS fields to alert data stream.		 8.13.0 or higher
9.0.0 or higher
2.22.1 Bug fix (View pull request)
Updated SSL description in package manifest.yml to be uniform and to include links to documentation.		 8.13.0 or higher
9.0.0 or higher
2.22.0 Enhancement (View pull request)
Update Kibana constraint to support 9.0.0.		 8.13.0 or higher
9.0.0 or higher
2.21.1 Bug fix (View pull request)
Fix mapping of Defender InternetMessageId and NetworkMessageId values.

Bug fix (View pull request)
Fix removal behavior for ECS-mapped m365_defender.event.internet_message_id field.		 8.13.0 or higher
2.21.0 Enhancement (View pull request)
Add ASN enrichment for IP addresses.		 8.13.0 or higher
2.20.0 Enhancement (View pull request)
Make token endpoint configurable for Alert data stream.		 8.13.0 or higher
2.19.0 Enhancement (View pull request)
Add support for IdentityInfo advanced hunting table.		 8.13.0 or higher
2.18.0 Enhancement (View pull request)
Add "preserve_original_event" tag to documents with event.kind manually set to "pipeline_error".		 8.13.0 or higher
2.17.1 Bug fix (View pull request)
Change connection_string to be a secret		 8.13.0 or higher
2.17.0 Enhancement (View pull request)
Do not remove event.original in main ingest pipeline.		 8.13.0 or higher
2.16.0 Enhancement (View pull request)
Add "preserve_original_event" tag to documents with event.kind set to "pipeline_error".		 8.13.0 or higher
2.15.2 Bug fix (View pull request)
Fix string literals in painless scripts.		 8.13.0 or higher
2.15.1 Enhancement (View pull request)
Add caseless fields to process events.		 8.13.0 or higher
2.15.0 Bug fix (View pull request)
Fix OS assignment for Windows devices.

Enhancement (View pull request)
Set host.os.type to unix for all POSIX systems without a known platform.		 8.13.0 or higher
2.14.7 Bug fix (View pull request)
Fix pipeline errors for DNS logs.		 8.13.0 or higher
2.14.6 Bug fix (View pull request)
Fix dashboard filters to look for correct event.severity values.		 8.13.0 or higher
2.14.5 Bug fix (View pull request)
Fix mapping issue for DNS answers field.		 8.13.0 or higher
2.14.4 Bug fix (View pull request)
Fix host.mac gsub processor to handle MAC addresses with - already present.		 8.13.0 or higher
2.14.3 Bug fix (View pull request)
Fix sslconnectioninspected event network.protocol getting set to dns.		 8.13.0 or higher
2.14.2 Bug fix (View pull request)
Fix network.transport and network.protocol processing.		 8.13.0 or higher
2.14.1 Bug fix (View pull request)
Fix process executable containing duplicate process name.		 8.13.0 or higher
2.14.0 Enhancement (View pull request)
Improve ECS mappings		 8.13.0 or higher
2.13.0 Enhancement (View pull request)
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 or higher
2.12.0 Enhancement (View pull request)
Make host.ip and host.mac fields conform to ECS field definition.		 8.12.0 or higher
2.11.0 Enhancement (View pull request)
Improve detection rules support		 8.12.0 or higher
2.10.0 Enhancement (View pull request)
Improve handling of empty responses.		 8.12.0 or higher
2.9.1 Bug fix (View pull request)
Drop last page events in the alerts datastream.		 8.12.0 or higher
2.9.0 Enhancement (View pull request)
Improve command line analyser.		 8.12.0 or higher
2.8.1 Bug fix (View pull request)
Resolved ignore_malformed issues with fields.		 8.12.0 or higher
2.8.0 Enhancement (View pull request)
Set sensitive values as secret and fix incorrect mappings.		 8.12.0 or higher
2.7.1 Bug fix (View pull request)
Handle invalid IP addresses.		 8.7.1 or higher
2.7.0 Enhancement (View pull request)
Add support of Alert Data Stream.		 8.7.1 or higher
2.6.2 Bug fix (View pull request)
Fix cursor value and query building for log data stream.		 8.7.1 or higher
2.6.1 Enhancement (View pull request)
Changed owners		 8.7.1 or higher
2.6.0 Enhancement (View pull request)
Add geoip processing to source and destination IP fields.		 8.7.1 or higher
2.5.1 Bug fix (View pull request)
Fix process.command_line overwritten by process.parent.command_line.		 8.7.1 or higher
2.5.0 Enhancement (View pull request)
Limit request tracer log count to five.		 8.7.1 or higher
2.4.0 Enhancement (View pull request)
ECS version updated to 8.11.0.		 8.7.1 or higher
2.3.1 Bug fix (View pull request)
Remove renaming the original message field to event.original		 8.7.1 or higher
2.3.0 Enhancement (View pull request)
ECS version updated to 8.10.0.		 8.7.1 or higher
2.2.0 Enhancement (View pull request)
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.		 8.7.1 or higher
2.1.0 Enhancement (View pull request)
Add tags.yml file so that integration's dashboards and saved searches are tagged with "Security Solution" and displayed in the Security Solution UI.		 8.7.1 or higher
2.0.1 Bug fix (View pull request)
Fix template snippet escaping and add event.kind for pipeline errors.		 8.7.1 or higher
2.0.0 Enhancement (View pull request)
Major improvements in ECS field coverage and additional field mappings.		 8.7.1 or higher
1.17.1 Bug fix (View pull request)
Fix fingerprint processor on log datastream to avoid document conflicts		 8.7.1 or higher
1.17.0 Enhancement (View pull request)
Add support for newer Oauth Token Endpoint and fixes in some ECS mappings.		 8.7.1 or higher
1.16.0 Enhancement (View pull request)
Update package to ECS 8.9.0.		 8.7.1 or higher
1.15.0 Enhancement (View pull request)
Document duration units.		 8.7.1 or higher
1.14.0 Enhancement (View pull request)
Update package-spec to 2.9.0.		 8.7.1 or higher
1.13.0 Enhancement (View pull request)
Convert dashboards to Lens.		 8.7.1 or higher
1.12.0 Enhancement (View pull request)
Document valid duration units.		 8.7.1 or higher
1.11.2 Bug fix (View pull request)
Added the mapping for user.name field into the incident data stream.		 8.7.1 or higher
1.11.1 Bug fix (View pull request)
Fix event.query type to group		 8.7.1 or higher
1.11.0 Enhancement (View pull request)
Ensure event.kind is correctly set for pipeline errors.		 8.7.1 or higher
1.10.0 Enhancement (View pull request)
Update package to ECS 8.8.0.		 8.7.1 or higher
1.9.0 Enhancement (View pull request)
Add and lowercase host.name field		 8.7.1 or higher
1.8.0 Enhancement (View pull request)
Add a new flag to enable request tracing		 8.7.1 or higher
1.7.1 Bug fix (View pull request)
Update event.kind to alert for Incident data stream and handle null value for AttackTechniques field in Event data stream.		 7.16.0 or higher
8.0.0 or higher
1.7.0 Enhancement (View pull request)
Update package to ECS 8.7.0.		 7.16.0 or higher
8.0.0 or higher
1.6.2 Enhancement (View pull request)
Added categories and/or subcategories.		 7.16.0 or higher
8.0.0 or higher
1.6.1 Enhancement (View pull request)
Update datastreams titles and ReadMe.		 7.16.0 or higher
8.0.0 or higher
1.6.0 Enhancement (View pull request)
Add New Event Data Stream.		 7.16.0 or higher
8.0.0 or higher
1.5.1 Bug fix (View pull request)
Drop empty event sets in log data stream.		 7.16.0 or higher
8.0.0 or higher
1.5.0 Enhancement (View pull request)
Update package to ECS 8.6.0.		 7.16.0 or higher
8.0.0 or higher
1.4.3 Enhancement (View pull request)
Update API version for incident data stream.

Enhancement (View pull request)
Mark log data stream as deprecated because it's using the older defender APIs.		 7.16.0 or higher
8.0.0 or higher
1.4.2 Bug fix (View pull request)
Bugfixes for when entities fields are empty.		 7.16.0 or higher
8.0.0 or higher
1.4.1 Bug fix (View pull request)
Remove duplicate fields.		 7.16.0 or higher
8.0.0 or higher
1.4.0 Enhancement (View pull request)
Add New Incident Data Stream.		 7.16.0 or higher
8.0.0 or higher
1.3.0 Enhancement (View pull request)
Update package to ECS 8.5.0.		 7.16.0 or higher
8.0.0 or higher
1.2.0 Enhancement (View pull request)
Update package to ECS 8.4.0		 7.16.0 or higher
8.0.0 or higher
1.1.2 Bug fix (View pull request)
Fix proxy URL documentation rendering.		 7.16.0 or higher
8.0.0 or higher
1.1.1 Enhancement (View pull request)
Update package name and description to align with standard wording		 7.16.0 or higher
8.0.0 or higher
1.1.0 Enhancement (View pull request)
Update package to ECS 8.3.0.		 7.16.0 or higher
8.0.0 or higher
1.0.4 Bug fix (View pull request)
Update duplication handling to also support Redirect type alerts		 7.16.0 or higher
8.0.0 or higher
1.0.3 Bug fix (View pull request)
Add duplication handling in ingest pipeline		 7.16.0 or higher
8.0.0 or higher
1.0.2 Bug fix (View pull request)
Fix mapping for comments field and add missing fields		 —
1.0.1 Enhancement (View pull request)
Add documentation for multi-fields		 7.16.0 or higher
8.0.0 or higher
1.0.0 Enhancement (View pull request)
First version		 —