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M365 Defender integration

Version	2.18.0 (View all)
Compatible Kibana version(s)	8.13.0 or higher
Supported Serverless project types What’s this?	Security Observability
Subscription level What’s this?	Basic
Level of support What’s this?	Elastic

Overview

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The Microsoft 365 Defender integration allows you to monitor Alert, Incident (Microsoft Graph Security API) and Event (Streaming API) Logs. Microsoft 365 Defender 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.

Use the Microsoft 365 Defender integration to collect and parse data from the Microsoft Azure Event Hub, Microsoft Graph Security v1.0 REST API and Microsoft 365 Defender API. Then visualise that data in Kibana.

For example, you could use the data from this integration to consolidate and correlate security alerts from multiple sources. Also, by looking into the alert and incident, a user can take an appropriate action in the Microsoft 365 Defender Portal.

Data streams

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The Microsoft 365 Defender integration collects logs for four types of events: Alert, Event, Incident and Log.

Alert: This data streams leverages the M365 Defender Streaming 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 (Recommended): This data streams leverages the M365 Defender 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 (Recommended): 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 M365D. Incidents stemming from Microsoft 365 Defender, 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.

Log (Deprecated): This data stream is not recommend as it collects incidents from the SIEM API that Microsoft plans to deprecate. The data stream will be removed when Microsoft has deprecated the SIEM API. If you are currently using this data stream, we recommend moving to the Incident data stream which supports Microsoft’s Graph Security API. The incidents data stream collects the same data as the log data stream. Please see Microsoft’s documentation on migration from SIEM API to Graph Security API for more information.

Requirements

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You need Elasticsearch for storing and searching your data and Kibana for visualizing and managing it. You can use our hosted Elasticsearch Service on Elastic Cloud, which is recommended, or self-manage the Elastic Stack on your own hardware.

This module has used Microsoft Azure Event Hub for Streaming Event, Microsoft Graph Security v1.0 REST API for Incident and Microsoft 365 Defender API for Log data streams.

For Event, in filebeat Azure Event Hub input, state such as leases on partitions and checkpoints in the event stream are shared between receivers using an Azure Storage container. For this reason, as a prerequisite to using this input, users will have to create or use an existing storage account.

Compatibility

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Supported Microsoft 365 Defender streaming event types have been supported in the current integration version:

Sr. No.	Resource types
1	AlertEvidence
2	AlertInfo
3	DeviceEvents
4	DeviceFileCertificateInfo
5	DeviceFileEvents
6	DeviceImageLoadEvents
7	DeviceInfo
8	DeviceLogonEvents
9	DeviceNetworkEvents
10	DeviceNetworkInfo
11	DeviceProcessEvents
12	DeviceRegistryEvents
13	EmailAttachmentInfo
14	EmailEvents
15	EmailPostDeliveryEvents
16	EmailUrlInfo
17	IdentityLogonEvents
18	IdentityQueryEvents
19	IdentityDirectoryEvents
20	CloudAppEvents
21	UrlClickEvent

Setup

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To collect data from Microsoft Azure Event Hub, follow the below steps:

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Configure Microsoft 365 Defender to stream Advanced Hunting events to your Azure Event Hub.

To collect data from Microsoft Graph Security v1.0 REST API, follow the below steps:

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Register a new Azure Application.
Permission required for accessing Incident API would be SecurityIncident.Read.All. See more details here
After the application has been created, it will generate Client ID, Client Secret and Tenant ID values that are required for alert and incident data collection.

To collect data from Microsoft 365 Defender REST API, follow the below steps:

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Register a new Azure Application.
Permission required for accessing Log API would be Incident.Read.All.
After the application has been created, it will generate Client ID, Client Secret and Tenant ID values that are required for log data collection.

Logs reference

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alert

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This is the alert dataset.

Example

An example event for alert looks as following:

{
    "@timestamp": "2023-10-20T09:54:07.503Z",
    "agent": {
        "ephemeral_id": "5047ff1c-c1ac-4b5f-aaff-47aee13c110b",
        "id": "54d960cc-1254-43af-8389-292d7627367d",
        "name": "elastic-agent-15120",
        "type": "filebeat",
        "version": "8.14.3"
    },
    "cloud": {
        "account": {
            "id": "3adb963c-8e61-48e8-a06d-6dbb0dacea39"
        }
    },
    "data_stream": {
        "dataset": "m365_defender.alert",
        "namespace": "14786",
        "type": "logs"
    },
    "ecs": {
        "version": "8.11.0"
    },
    "elastic_agent": {
        "id": "54d960cc-1254-43af-8389-292d7627367d",
        "snapshot": false,
        "version": "8.14.3"
    },
    "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": "2024-08-12T16:00:30Z",
        "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": 3,
        "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'"
        ],
        "hash": {
            "sha1": [
                "a72c41316307889e43fe8605a0dca4a72e72a011"
            ],
            "sha256": [
                "d783ba6567faf10fdff2d0ea3864f6756862d6c733c7f4467283da81aedc3a80"
            ]
        },
        "parent": {
            "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

event

edit

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
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
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.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.domain	Domain of the account.	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.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.sid	Security Identifier (SID) of the account.	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.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.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.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

incident

edit

This is the incident dataset.

Example

An example event for incident looks as following:

{
    "@timestamp": "2021-09-30T09:35:45.113Z",
    "agent": {
        "ephemeral_id": "cd25528a-43c2-4c2b-9dfd-f46ec8044067",
        "id": "d0cc4e5a-22d2-441c-b3e3-b77013785358",
        "name": "elastic-agent-63564",
        "type": "filebeat",
        "version": "8.14.3"
    },
    "cloud": {
        "account": {
            "id": "b3c1b5fc-828c-45fa-a1e1-10d74f6d6e9c"
        },
        "provider": [
            "azure"
        ]
    },
    "data_stream": {
        "dataset": "m365_defender.incident",
        "namespace": "13281",
        "type": "logs"
    },
    "ecs": {
        "version": "8.11.0"
    },
    "elastic_agent": {
        "id": "d0cc4e5a-22d2-441c-b3e3-b77013785358",
        "snapshot": false,
        "version": "8.14.3"
    },
    "event": {
        "action": [
            "detected"
        ],
        "agent_id_status": "verified",
        "created": "2021-08-13T08:43:35.553Z",
        "dataset": "m365_defender.incident",
        "id": "2972395",
        "ingested": "2024-08-12T16:01:29Z",
        "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_-961444813\",\"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\":\"2972395\",\"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": 3,
        "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"
        ],
        "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_-961444813",
                "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": "2972395",
            "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\""
        ],
        "hash": {
            "sha1": [
                "5f1e8acedc065031aad553b710838eb366cfee9a"
            ],
            "sha256": [
                "8963a19fb992ad9a76576c5638fd68292cffb9aaac29eb8285f9abf6196a7dec"
            ]
        },
        "parent": {
            "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@contoso.onmicrosoft.com",
            "DavidS@contoso.onmicrosoft.com",
            "SYSTEM",
            "S-1-5-18"
        ]
    },
    "source": {
        "user": {
            "name": "KaiC@contoso.onmicrosoft.com"
        }
    },
    "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

log

edit

This is the log dataset.

Example

An example event for log looks as following:

{
    "@timestamp": "2020-09-06T12:07:55.32Z",
    "agent": {
        "ephemeral_id": "ec3d7681-6c8e-4b8c-a808-6f632687f2ad",
        "id": "a588bfad-b81a-4554-968a-cb8de7d78d90",
        "name": "elastic-agent-14529",
        "type": "filebeat",
        "version": "8.14.3"
    },
    "cloud": {
        "provider": "azure"
    },
    "data_stream": {
        "dataset": "m365_defender.log",
        "namespace": "94775",
        "type": "logs"
    },
    "ecs": {
        "version": "8.11.0"
    },
    "elastic_agent": {
        "id": "a588bfad-b81a-4554-968a-cb8de7d78d90",
        "snapshot": false,
        "version": "8.14.3"
    },
    "event": {
        "action": "InitialAccess",
        "agent_id_status": "verified",
        "category": [
            "host"
        ],
        "created": "2020-09-06T12:07:55.1366667Z",
        "dataset": "m365_defender.log",
        "duration": 0,
        "end": "2020-09-06T12:04:00Z",
        "id": "faf8edc936-85f8-a603-b800-08d8525cf099",
        "ingested": "2024-08-12T16:02:18Z",
        "kind": "alert",
        "original": "{\"alerts\":{\"actorName\":null,\"alertId\":\"faf8edc936-85f8-a603-b800-08d8525cf099\",\"assignedTo\":\"Automation\",\"category\":\"InitialAccess\",\"classification\":null,\"creationTime\":\"2020-09-06T12:07:54.3716642Z\",\"description\":\"This alert is triggered when any email message is reported as malware or phish by users -V1.0.0.2\",\"detectionSource\":\"OfficeATP\",\"determination\":null,\"devices\":[],\"entities\":{\"aadUserId\":null,\"accountName\":null,\"clusterBy\":null,\"deliveryAction\":null,\"deviceId\":null,\"domainName\":null,\"entityType\":\"MailBox\",\"fileName\":null,\"filePath\":null,\"ipAddress\":null,\"mailboxAddress\":\"testUser3@contoso.com\",\"mailboxDisplayName\":\"test User3\",\"parentProcessCreationTime\":null,\"parentProcessId\":null,\"processCommandLine\":null,\"processCreationTime\":null,\"processId\":null,\"recipient\":null,\"registryHive\":null,\"registryKey\":null,\"registryValue\":null,\"registryValueType\":null,\"securityGroupId\":null,\"securityGroupName\":null,\"sender\":null,\"sha1\":null,\"sha256\":null,\"subject\":null,\"url\":null,\"userPrincipalName\":\"testUser3@contoso.com\",\"userSid\":null},\"firstActivity\":\"2020-09-06T12:04:00Z\",\"incidentId\":924518,\"investigationId\":null,\"investigationState\":\"Queued\",\"lastActivity\":\"2020-09-06T12:04:00Z\",\"lastUpdatedTime\":\"2020-09-06T12:37:40.88Z\",\"mitreTechniques\":[],\"resolvedTime\":null,\"serviceSource\":\"OfficeATP\",\"severity\":\"Informational\",\"status\":\"InProgress\",\"threatFamilyName\":null,\"title\":\"Email reported by user as malware or phish\"},\"assignedTo\":null,\"classification\":\"Unknown\",\"comments\":[],\"createdTime\":\"2020-09-06T12:07:55.1366667Z\",\"determination\":\"NotAvailable\",\"incidentId\":924518,\"incidentName\":\"Email reported by user as malware or phish\",\"lastUpdateTime\":\"2020-09-06T12:07:55.32Z\",\"redirectIncidentId\":null,\"severity\":\"Informational\",\"status\":\"Active\",\"tags\":[]}",
        "provider": "OfficeATP",
        "severity": 1,
        "start": "2020-09-06T12:04:00Z",
        "timezone": "UTC",
        "type": [
            "info"
        ]
    },
    "file": {
        "hash": {}
    },
    "input": {
        "type": "httpjson"
    },
    "m365_defender": {
        "alerts": {
            "assignedTo": "Automation",
            "creationTime": "2020-09-06T12:07:54.3716642Z",
            "detectionSource": "OfficeATP",
            "entities": {
                "entityType": "MailBox",
                "mailboxAddress": "testUser3@contoso.com",
                "mailboxDisplayName": "test User3"
            },
            "incidentId": "924518",
            "investigationState": "Queued",
            "lastUpdatedTime": "2020-09-06T12:37:40.88Z",
            "severity": "Informational",
            "status": "InProgress"
        },
        "classification": "Unknown",
        "determination": "NotAvailable",
        "incidentId": "924518",
        "incidentName": "Email reported by user as malware or phish",
        "status": "Active"
    },
    "message": "Email reported by user as malware or phish",
    "observer": {
        "name": "OfficeATP",
        "product": "365 Defender",
        "vendor": "Microsoft"
    },
    "process": {
        "parent": {}
    },
    "related": {
        "user": [
            "testUser3@contoso.com"
        ]
    },
    "rule": {
        "description": "This alert is triggered when any email message is reported as malware or phish by users -V1.0.0.2"
    },
    "tags": [
        "preserve_original_event",
        "m365_defender",
        "forwarded"
    ],
    "threat": {
        "framework": "MITRE ATT&CK",
        "technique": {
            "name": [
                "InitialAccess"
            ]
        }
    },
    "user": {
        "name": "testUser3@contoso.com"
    }
}

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.alerts.actorName	The activity group, if any, the associated with this alert.	keyword
m365_defender.alerts.assignedTo	Owner of the incident, or null if no owner is assigned.	keyword
m365_defender.alerts.classification	The specification for the incident. The property values are: Unknown, FalsePositive, TruePositive or null.	keyword
m365_defender.alerts.creationTime	Time when alert was first created.	date
m365_defender.alerts.detectionSource	The service that initially detected the threat.	keyword
m365_defender.alerts.detectorId	The detector id.	keyword
m365_defender.alerts.determination	Specifies the determination of the incident. The property values are: NotAvailable, Apt, Malware, SecurityPersonnel, SecurityTesting, UnwantedSoftware, Other or null.	keyword
m365_defender.alerts.devices	The devices related to the investigation.	flattened
m365_defender.alerts.entities.accountName	Account name of the related user.	keyword
m365_defender.alerts.entities.clusterBy	A list of metadata if the entityType is MailCluster.	keyword
m365_defender.alerts.entities.deliveryAction	The delivery status for the related email message.	keyword
m365_defender.alerts.entities.deviceId	The unique ID of the device related to the event.	keyword
m365_defender.alerts.entities.entityType	Entities that have been identified to be part of, or related to, a given alert. The properties values are: User, Ip, Url, File, Process, MailBox, MailMessage, MailCluster, Registry.	keyword
m365_defender.alerts.entities.evidenceCreationTime	The evidence creation time.	date
m365_defender.alerts.entities.ipAddress	The related IP address to the event.	keyword
m365_defender.alerts.entities.mailboxAddress	The mail address of the related mailbox.	keyword
m365_defender.alerts.entities.mailboxDisplayName	The display name of the related mailbox.	keyword
m365_defender.alerts.entities.recipient	The recipient for the related email message.	keyword
m365_defender.alerts.entities.registryHive	Reference to which Hive in registry the event is related to, if eventType is registry. Example: HKEY_LOCAL_MACHINE.	keyword
m365_defender.alerts.entities.registryKey	Reference to the related registry key to the event.	keyword
m365_defender.alerts.entities.registryValueType	Value type of the registry key/value pair related to the event.	keyword
m365_defender.alerts.entities.remediationStatus	The remediation status.	keyword
m365_defender.alerts.entities.securityGroupId	The Security Group ID for the user related to the email message.	keyword
m365_defender.alerts.entities.securityGroupName	The Security Group Name for the user related to the email message.	keyword
m365_defender.alerts.entities.sender	The sender for the related email message.	keyword
m365_defender.alerts.entities.subject	The subject for the related email message.	keyword
m365_defender.alerts.entities.userSid	The event user Sid.	keyword
m365_defender.alerts.entities.verdict	The event verdict.	keyword
m365_defender.alerts.incidentId	Unique identifier to represent the incident this alert is associated with.	keyword
m365_defender.alerts.investigationId	The automated investigation id triggered by this alert.	keyword
m365_defender.alerts.investigationState	Information on the investigation’s current status.	keyword
m365_defender.alerts.lastUpdatedTime	Time when alert was last updated.	date
m365_defender.alerts.mitreTechniques	The attack techniques, as aligned with the MITRE ATT&CK™ framework.	keyword
m365_defender.alerts.providerAlertId	The provider alert id.	keyword
m365_defender.alerts.resolvedTime	Time when alert was resolved.	date
m365_defender.alerts.severity	The severity of the related alert.	keyword
m365_defender.alerts.status	Categorize alerts (as New, Active, or Resolved).	keyword
m365_defender.alerts.threatFamilyName	Threat family associated with this alert.	keyword
m365_defender.alerts.userSid	The SID of the related user.	keyword
m365_defender.assignedTo	Owner of the alert.	keyword
m365_defender.classification	Specification of the alert. Possible values are: Unknown, FalsePositive, TruePositive.	keyword
m365_defender.comments	Comments attached to the related incident.	flattened
m365_defender.determination	Specifies the determination of the incident. The property values are: NotAvailable, Apt, Malware, SecurityPersonnel, SecurityTesting, UnwantedSoftware, Other.	keyword
m365_defender.incidentId	Unique identifier to represent the incident.	keyword
m365_defender.incidentName	Name of the Incident.	keyword
m365_defender.incidentUri	The incident URI.	keyword
m365_defender.investigationState	The current state of the Investigation.	keyword
m365_defender.redirectIncidentId	Only populated in case an incident is being grouped together with another incident, as part of the incident processing logic.	keyword
m365_defender.status	Specifies the current status of the alert. Possible values are: Unknown, New, InProgress and Resolved.	keyword
m365_defender.tags	Array of custom tags associated with an incident, for example to flag a group of incidents with a common characteristic.	keyword

Changelog

edit

Changelog

Version	Details	Kibana version(s)
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	—

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