Microsoft Entra ID

Collect logs from Microsoft Entra ID (formerly Azure Active Directory) with Elastic Agent.


Version	1.13.0 (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

Microsoft Entra ID logs are records of events and activities that occur within a Microsoft Entra ID environment of an organization.

These logs capture important information such as user sign-ins, changes to user accounts, and more. They can be used to monitor and track user activity, identify security threats, troubleshoot issues, and generate reports for compliance purposes.

The Microsoft Entra ID logs integration contain several data streams:

Sign-in logs – Information about sign-ins and how your users use your resources.
Identity Protection logs - Information about user risk status and the events that change it.
Provisioning logs - Information about users and group synchronization to and from external enterprise applications.
Audit logs – Information about changes to your tenant, such as users and group management, or updates to your tenant's resources.

Supported Azure log categories:

Data Stream	Log Category
Sign-in	SignInLogs
Sign-in	NonInteractiveUserSignInLogs
Sign-in	ServicePrincipalSignInLogs
Sign-in	ManagedIdentitySignInLogs
Audit	AuditLogs
Identity Protection	RiskyUsers
Identity Protection	UserRiskEvents
Provisioning	ProvisioningLogs

Requirements and setup

Refer to the Azure Logs page for more information about setting up and using this integration.

Settings

eventhub : string This setting expects the name of a single Event Hub (see the difference between a namespace and an Event Hub). It is a fully managed, real-time data ingestion service. Elastic recommends using only letters, numbers, and the hyphen (-) character for Event Hub names to maximize compatibility. You can use existing Event Hubs having underscores (_) in the Event Hub name; in this case, the integration will replace underscores with hyphens (-) when it uses the Event Hub name to create dependent Azure resources behind the scenes (e.g., the storage account container to store Event Hub consumer offsets). Elastic also recommends using a separate event hub for each log type as the field mappings of each log type differ. Default value insights-operational-logs.

consumer_group : string The publish/subscribe mechanism of Event Hubs is enabled through consumer groups. A consumer group is a view (state, position, or offset) of an entire event hub. Consumer groups enable multiple consuming applications to each have a separate view of the event stream, and to read the stream independently at their own pace and with their own offsets. Default value: $Default

connection_string : string The connection string required to communicate with the specified Event Hub, steps here https://docs.microsoft.com/en-us/azure/event-hubs/event-hubs-get-connection-string.

A Blob Storage account is required in order to store/retrieve/update the offset or state of the eventhub messages. This means that after stopping the filebeat azure module it can start back up at the spot that it stopped processing messages.

storage_account : string The name of the storage account the state/offsets will be stored and updated.

storage_account_key : string The storage account key, this key will be used to authorize access to data in your storage account.

storage_account_container : string The storage account container where the integration stores the checkpoint data for the consumer group. It is an advanced option to use with extreme care. You MUST use a dedicated storage account container for each Azure log type (activity, sign-in, audit logs, and others). DO NOT REUSE the same container name for more than one Azure log type. See Container Names for details on naming rules from Microsoft. The integration generates a default container name if not specified.

resource_manager_endpoint : string Optional, by default we are using the azure public environment, to override, users can provide a specific resource manager endpoint in order to use a different azure environment.

Resource manager endpoints:

# Azure ChinaCloud
https://management.chinacloudapi.cn/

# Azure GermanCloud
https://management.microsoftazure.de/

# Azure PublicCloud 
https://management.azure.com/

# Azure USGovernmentCloud
https://management.usgovcloudapi.net/

Logs

Retrieves Microsoft Entra ID sign-in logs. The sign-ins report provides information about the usage of managed applications and user sign-in activities.

An example event for signinlogs looks as following:

{
    "@timestamp": "2019-10-18T09:45:48.072Z",
    "azure": {
        "correlation_id": "8a4de8b5-095c-47d0-a96f-a75130c61d53",
        "resource": {
            "id": "/tenants/8a4de8b5-095c-47d0-a96f-a75130c61d53/providers/Microsoft.aadiam",
            "provider": "Microsoft.aadiam"
        },
        "signinlogs": {
            "category": "SignInLogs",
            "identity": "Test LTest",
            "operation_name": "Sign-in activity",
            "operation_version": "1.0",
            "properties": {
                "app_display_name": "Office 365",
                "app_id": "8a4de8b5-095c-47d0-a96f-a75130c61d53",
                "client_app_used": "Browser",
                "conditional_access_status": "notApplied",
                "correlation_id": "8a4de8b5-095c-47d0-a96f-a75130c61d53",
                "created_at": "2019-10-18T04:45:48.0729893-05:00",
                "device_detail": {
                    "browser": "Chrome 77.0.3865",
                    "device_id": "",
                    "operating_system": "MacOs"
                },
                "id": "8a4de8b5-095c-47d0-a96f-a75130c61d53",
                "is_interactive": false,
                "original_request_id": "8a4de8b5-095c-47d0-a96f-a75130c61d53",
                "processing_time_ms": 239,
                "risk_detail": "none",
                "risk_level_aggregated": "none",
                "risk_level_during_signin": "none",
                "risk_state": "none",
                "service_principal_id": "",
                "status": {
                    "error_code": 50140
                },
                "token_issuer_name": "",
                "token_issuer_type": "AzureAD",
                "user_display_name": "Test LTest",
                "user_id": "8a4de8b5-095c-47d0-a96f-a75130c61d53",
                "user_principal_name": "test@elastic.co"
            },
            "result_description": "This error occurred due to 'Keep me signed in' interrupt when the user was signing-in.",
            "result_signature": "None",
            "result_type": "50140"
        },
        "tenant_id": "8a4de8b5-095c-47d0-a96f-a75130c61d53"
    },
    "client": {
        "ip": "1.1.1.1"
    },
    "cloud": {
        "provider": "azure"
    },
    "ecs": {
        "version": "8.11.0"
    },
    "event": {
        "action": "Sign-in activity",
        "category": [
            "authentication"
        ],
        "duration": 0,
        "id": "8a4de8b5-095c-47d0-a96f-a75130c61d53",
        "ingested": "2021-09-14T17:20:47.736433526Z",
        "kind": "event",
        "original": "{\"Level\":\"4\",\"callerIpAddress\":\"1.1.1.1\",\"category\":\"SignInLogs\",\"correlationId\":\"8a4de8b5-095c-47d0-a96f-a75130c61d53\",\"durationMs\":0,\"identity\":\"Test LTest\",\"location\":\"FR\",\"operationName\":\"Sign-in activity\",\"operationVersion\":\"1.0\",\"properties\":{\"appDisplayName\":\"Office 365\",\"appId\":\"8a4de8b5-095c-47d0-a96f-a75130c61d53\",\"clientAppUsed\":\"Browser\",\"conditionalAccessStatus\":\"notApplied\",\"correlationId\":\"8a4de8b5-095c-47d0-a96f-a75130c61d53\",\"createdDateTime\":\"2019-10-18T04:45:48.0729893-05:00\",\"deviceDetail\":{\"browser\":\"Chrome 77.0.3865\",\"deviceId\":\"\",\"operatingSystem\":\"MacOs\"},\"id\":\"8a4de8b5-095c-47d0-a96f-a75130c61d53\",\"ipAddress\":\"1.1.1.1\",\"isInteractive\":false,\"location\":{\"city\":\"Champs-Sur-Marne\",\"countryOrRegion\":\"FR\",\"geoCoordinates\":{\"latitude\":48.12341234,\"longitude\":2.12341234},\"state\":\"Seine-Et-Marne\"},\"originalRequestId\":\"8a4de8b5-095c-47d0-a96f-a75130c61d53\",\"processingTimeInMilliseconds\":239,\"riskDetail\":\"none\",\"riskLevelAggregated\":\"none\",\"riskLevelDuringSignIn\":\"none\",\"riskState\":\"none\",\"servicePrincipalId\":\"\",\"status\":{\"errorCode\":50140,\"failureReason\":\"This error occurred due to 'Keep me signed in' interrupt when the user was signing-in.\"},\"tokenIssuerName\":\"\",\"tokenIssuerType\":\"AzureAD\",\"userDisplayName\":\"Test LTest\",\"userId\":\"8a4de8b5-095c-47d0-a96f-a75130c61d53\",\"userPrincipalName\":\"test@elastic.co\"},\"resourceId\":\"/tenants/8a4de8b5-095c-47d0-a96f-a75130c61d53/providers/Microsoft.aadiam\",\"resultDescription\":\"This error occurred due to 'Keep me signed in' interrupt when the user was signing-in.\",\"resultSignature\":\"None\",\"resultType\":\"50140\",\"tenantId\":\"8a4de8b5-095c-47d0-a96f-a75130c61d53\",\"time\":\"2019-10-18T09:45:48.0729893Z\"}",
        "outcome": "failure",
        "type": [
            "info"
        ]
    },
    "geo": {
        "city_name": "Champs-Sur-Marne",
        "country_iso_code": "FR",
        "country_name": "Seine-Et-Marne",
        "location": {
            "lat": 48.12341234,
            "lon": 2.12341234
        }
    },
    "log": {
        "level": "4"
    },
    "message": "This error occurred due to 'Keep me signed in' interrupt when the user was signing-in.",
    "related": {
        "ip": [
            "1.1.1.1"
        ]
    },
    "source": {
        "address": "1.1.1.1",
        "as": {
            "number": 13335,
            "organization": {
                "name": "Cloudflare, Inc."
            }
        },
        "geo": {
            "continent_name": "Oceania",
            "country_iso_code": "AU",
            "country_name": "Australia",
            "location": {
                "lat": -33.494,
                "lon": 143.2104
            }
        },
        "ip": "1.1.1.1"
    },
    "tags": [
        "preserve_original_event"
    ],
    "user": {
        "domain": "elastic.co",
        "full_name": "Test LTest",
        "id": "8a4de8b5-095c-47d0-a96f-a75130c61d53",
        "name": "test"
    }
}

ECS Field Reference

Please refer to the following document for detailed information on ECS fields.

Exported fields

Field	Description	Type
@timestamp	Event timestamp.	date
azure.correlation_id	Correlation ID	keyword
azure.resource.authorization_rule	Authorization rule	keyword
azure.resource.group	Resource group	keyword
azure.resource.id	Resource ID	keyword
azure.resource.name	Name	keyword
azure.resource.namespace	Resource type/namespace	keyword
azure.resource.provider	Resource type/namespace	keyword
azure.signinlogs.caller_ip_address	The IP address of the client that made the request.	ip
azure.signinlogs.category	Category	keyword
azure.signinlogs.identity	Identity	keyword
azure.signinlogs.operation_name	The operation name	keyword
azure.signinlogs.operation_version	The operation version	keyword
azure.signinlogs.properties.app_display_name	App display name	keyword
azure.signinlogs.properties.app_id	App ID	keyword
azure.signinlogs.properties.applied_conditional_access_policies	A list of conditional access policies that are triggered by the corresponding sign-in activity.	flattened
azure.signinlogs.properties.authentication_details	The result of the authentication attempt and additional details on the authentication method.	flattened
azure.signinlogs.properties.authentication_processing_details	Additional authentication processing details, such as the agent name in case of PTA/PHS or Server/farm name in case of federated authentication.	flattened
azure.signinlogs.properties.authentication_protocol	Authentication protocol type.	keyword
azure.signinlogs.properties.authentication_requirement	This holds the highest level of authentication needed through all the sign-in steps, for sign-in to succeed.	keyword
azure.signinlogs.properties.authentication_requirement_policies	Set of CA policies that apply to this sign-in, each as CA: policy name, and/or MFA: Per-user	flattened
azure.signinlogs.properties.autonomous_system_number	Autonomous system number.	long
azure.signinlogs.properties.client_app_used	Client app used	keyword
azure.signinlogs.properties.conditional_access_status	Conditional access status	keyword
azure.signinlogs.properties.correlation_id	Correlation ID	keyword
azure.signinlogs.properties.created_at	Date and time (UTC) the sign-in was initiated.	date
azure.signinlogs.properties.cross_tenant_access_type		keyword
azure.signinlogs.properties.device_detail.browser	Browser	keyword
azure.signinlogs.properties.device_detail.device_id	Device ID	keyword
azure.signinlogs.properties.device_detail.display_name	Display name	keyword
azure.signinlogs.properties.device_detail.is_compliant	If the device is compliant	boolean
azure.signinlogs.properties.device_detail.is_managed	If the device is managed	boolean
azure.signinlogs.properties.device_detail.operating_system	Operating system	keyword
azure.signinlogs.properties.device_detail.trust_type	Trust type	keyword
azure.signinlogs.properties.flagged_for_review		boolean
azure.signinlogs.properties.home_tenant_id		keyword
azure.signinlogs.properties.id	Unique ID representing the sign-in activity.	keyword
azure.signinlogs.properties.incoming_token_type	Incoming token type.	keyword
azure.signinlogs.properties.is_interactive	Is interactive	boolean
azure.signinlogs.properties.is_tenant_restricted		boolean
azure.signinlogs.properties.network_location_details	The network location details including the type of network used and its names.	flattened
azure.signinlogs.properties.original_request_id	Original request ID	keyword
azure.signinlogs.properties.processing_time_ms	Processing time in milliseconds	float
azure.signinlogs.properties.resource_display_name	Resource display name	keyword
azure.signinlogs.properties.resource_id	The identifier of the resource that the user signed in to.	keyword
azure.signinlogs.properties.resource_tenant_id		keyword
azure.signinlogs.properties.risk_detail	Risk detail	keyword
azure.signinlogs.properties.risk_event_types	The list of risk event types associated with the sign-in. Possible values: unlikelyTravel, anonymizedIPAddress, maliciousIPAddress, unfamiliarFeatures, malwareInfectedIPAddress, suspiciousIPAddress, leakedCredentials, investigationsThreatIntelligence, generic, or unknownFutureValue.	keyword
azure.signinlogs.properties.risk_event_types_v2	The list of risk event types associated with the sign-in. Possible values: unlikelyTravel, anonymizedIPAddress, maliciousIPAddress, unfamiliarFeatures, malwareInfectedIPAddress, suspiciousIPAddress, leakedCredentials, investigationsThreatIntelligence, generic, or unknownFutureValue.	keyword
azure.signinlogs.properties.risk_level_aggregated	Risk level aggregated	keyword
azure.signinlogs.properties.risk_level_during_signin	Risk level during signIn	keyword
azure.signinlogs.properties.risk_state	Risk state	keyword
azure.signinlogs.properties.service_principal_credential_key_id	Key id of the service principal that initiated the sign-in.	keyword
azure.signinlogs.properties.service_principal_id	The application identifier used for sign-in. This field is populated when you are signing in using an application.	keyword
azure.signinlogs.properties.service_principal_name	The application name used for sign-in. This field is populated when you are signing in using an application.	keyword
azure.signinlogs.properties.sso_extension_version		keyword
azure.signinlogs.properties.status.error_code	Error code	long
azure.signinlogs.properties.token_issuer_name	Token issuer name	keyword
azure.signinlogs.properties.token_issuer_type	Token issuer type	keyword
azure.signinlogs.properties.unique_token_identifier	Unique token identifier for the request.	keyword
azure.signinlogs.properties.user_display_name	User display name	keyword
azure.signinlogs.properties.user_id	User ID	keyword
azure.signinlogs.properties.user_principal_name	User principal name	keyword
azure.signinlogs.properties.user_type		keyword
azure.signinlogs.result_description	Result description	keyword
azure.signinlogs.result_signature	Result signature	keyword
azure.signinlogs.result_type	Result type	keyword
azure.signinlogs.tenant_id	Tenant ID	keyword
azure.subscription_id	Azure subscription ID	keyword
azure.tenant_id	tenant ID	keyword
cloud.image.id	Image ID for the cloud instance.	keyword
data_stream.dataset	Data stream dataset name.	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
geo.city_name	City name.	keyword
geo.continent_name	Name of the continent.	keyword
geo.country_iso_code	Country ISO code.	keyword
geo.country_name	Country name.	keyword
geo.location	Longitude and latitude.	geo_point
host.containerized	If the host is a container.	boolean
host.os.build	OS build information.	keyword
host.os.codename	OS codename, if any.	keyword

Identity Protection logs

Retrieves Microsoft Entra ID Protection logs. The Microsoft Entra ID Protection service analyzes events from Microsoft Entra ID users' behavior, detects risk situations, and can respond by reporting only or even blocking users at risk, according to policy configurations.

An example event for identity_protection looks as following:

{
    "@timestamp": "2022-08-22T18:07:16.000Z",
    "azure": {
        "correlation_id": "ce0ed07f9ccf5be15e4b97d2979af6569b1f67db87ddc9b88b5bb743ea091e47",
        "identityprotection": {
            "category": "UserRiskEvents",
            "operation_name": "User Risk Detection",
            "operation_version": "1.0",
            "properties": {
                "activity": "signin",
                "activity_datetime": "2022-08-22T18:05:06.133Z",
                "additional_info": [
                    {
                        "Key": "userAgent",
                        "Value": "Mozilla/5.0 (Windows NT 10.0; rv:91.0) Gecko/20100101 Firefox/91.0"
                    }
                ],
                "correlation_id": "266133c2-fabb-492f-9ebf-bdf12317b817",
                "detected_datetime": "2022-08-22T18:05:06.133Z",
                "detection_timing_type": "realtime",
                "id": "ce0ed07f9ccf5be15e4b97d2979af6569b1f67db87ddc9b88b5bb743ea091e47",
                "ip_address": "67.43.156.42",
                "location": {
                    "city": "Dresden",
                    "countryOrRegion": "DE",
                    "geoCoordinates": {
                        "altitude": 0,
                        "latitude": 51.0714,
                        "longitude": 13.7399
                    },
                    "state": "Sachsen"
                },
                "request_id": "e1b6d9d7-5fc0-4638-ae1a-e0abceb92200",
                "risk_detail": "none",
                "risk_event_type": "anonymizedIPAddress",
                "risk_last_updated_datetime": "2022-08-22T18:07:16.894Z",
                "risk_level": "high",
                "risk_state": "atRisk",
                "risk_type": "anonymizedIPAddress",
                "source": "IdentityProtection",
                "token_issuer_type": "AzureAD",
                "user_display_name": "Joe Danger",
                "user_id": "51e26eae-d07b-44e5-bb0b-249f49569a8c",
                "user_principal_name": "joe.danger@contoso.onmicrosoft.com",
                "user_type": "member"
            },
            "result_signature": "None"
        },
        "resource": {
            "id": "/tenants/5611623b-9128-461e-9d7f-a0d9c270ead2/providers/microsoft.aadiam",
            "provider": "microsoft.aadiam"
        },
        "tenant_id": "5611623b-9128-461e-9d7f-a0d9c270ead2"
    },
    "cloud": {
        "provider": "azure"
    },
    "ecs": {
        "version": "8.11.0"
    },
    "event": {
        "action": "User Risk Detection",
        "duration": 0,
        "kind": "event"
    },
    "source": {
        "as": {
            "number": 35908
        },
        "geo": {
            "continent_name": "Asia",
            "country_iso_code": "BT",
            "country_name": "Bhutan",
            "location": {
                "lat": 27.5,
                "lon": 90.5
            }
        },
        "ip": "67.43.156.42"
    }
}

ECS Field Reference

Please refer to the following document for detailed information on ECS fields.

Exported fields

Field	Description	Type
@timestamp	Event timestamp.	date
azure.correlation_id	Correlation ID	keyword
azure.identityprotection.category	Category	keyword
azure.identityprotection.operation_name	Operation name	keyword
azure.identityprotection.operation_version	Operation version	keyword
azure.identityprotection.properties.activity	Indicates the activity type the detected risk is linked to. Possible values are: signin, user, unknownFutureValue.	keyword
azure.identityprotection.properties.activity_datetime	Date and time that the risky activity occurred. The DateTimeOffset type represents date and time information using ISO 8601 format and is always in UTC time. For example, midnight UTC on Jan 1, 2014 is look like this: 2014-01-01T00:00:00Z.	date
azure.identityprotection.properties.additional_info	Additional information associated with the risk detection. Possible keys in the additionalInfo JSON string are: userAgent, alertUrl, relatedEventTimeInUtc, relatedUserAgent, deviceInformation, relatedLocation, requestId, correlationId, lastActivityTimeInUtc, malwareName, clientLocation, clientIp, riskReasons. For more information about riskReasons and possible values, see https://docs.microsoft.com/en-us/graph/api/resources/riskdetection?view=graph-rest-1.0#riskreasons-values.	flattened
azure.identityprotection.properties.correlation_id	Correlation ID of the sign-in associated with the risk detection. This property is null if the risk detection is not associated with a sign-in.	keyword
azure.identityprotection.properties.cross_tenant_access_type		keyword
azure.identityprotection.properties.detected_datetime	Date and time that the risk was detected. The DateTimeOffset type represents date and time information using ISO 8601 format and is always in UTC time. For example, midnight UTC on Jan 1, 2014 looks like this: 2014-01-01T00:00:00Z.	date
azure.identityprotection.properties.detection_timing_type	Timing of the detected risk (real-time/offline). Possible values are: notDefined, realtime, nearRealtime, offline, unknownFutureValue.	keyword
azure.identityprotection.properties.home_tenant_id		keyword
azure.identityprotection.properties.id	Unique ID of the risk detection.	keyword
azure.identityprotection.properties.ip_address	Provides the IP address of the client from where the risk occurred.	ip
azure.identityprotection.properties.is_deleted	Indicates whether the user is deleted.	boolean
azure.identityprotection.properties.is_guest		boolean
azure.identityprotection.properties.is_processing	Indicates whether a user's risky state is being processed by the backend.	boolean
azure.identityprotection.properties.last_updated_datetime	Date and time when the risk detection was last updated.	date
azure.identityprotection.properties.location	Location of the sign-in.	flattened
azure.identityprotection.properties.request_id	Request ID of the sign-in associated with the risk detection. This property is null if the risk detection is not associated with a sign-in.	keyword
azure.identityprotection.properties.resource_tenant_id		keyword
azure.identityprotection.properties.risk_detail	Details of the detected risk. Possible values are: none, adminGeneratedTemporaryPassword, userPerformedSecuredPasswordChange, userPerformedSecuredPasswordReset, adminConfirmedSigninSafe, aiConfirmedSigninSafe, userPassedMFADrivenByRiskBasedPolicy, adminDismissedAllRiskForUser, adminConfirmedSigninCompromised, hidden, adminConfirmedUserCompromised, unknownFutureValue.	keyword
azure.identityprotection.properties.risk_event_type	The type of risk event detected. The possible values are unlikelyTravel, anonymizedIPAddress, maliciousIPAddress, unfamiliarFeatures, malwareInfectedIPAddress, suspiciousIPAddress, leakedCredentials, investigationsThreatIntelligence, generic,adminConfirmedUserCompromised, passwordSpray, impossibleTravel, newCountry, anomalousToken, tokenIssuerAnomaly,suspiciousBrowser, riskyIPAddress, mcasSuspiciousInboxManipulationRules, suspiciousInboxForwarding, and unknownFutureValue. If the risk detection is a premium detection, will show generic. For more information about each value, see https://docs.microsoft.com/en-us/graph/api/resources/riskdetection?view=graph-rest-1.0#riskeventtype-values values.	keyword
azure.identityprotection.properties.risk_last_updated_datetime	The date and time that the risky user was last updated.	date
azure.identityprotection.properties.risk_level	Level of the detected risk. Possible values are: low, medium, high, hidden, none, unknownFutureValue.	keyword
azure.identityprotection.properties.risk_state	The state of a detected risky user or sign-in. Possible values are: none, confirmedSafe, remediated, dismissed, atRisk, confirmedCompromised, unknownFutureValue.	keyword
azure.identityprotection.properties.risk_type		keyword
azure.identityprotection.properties.source	Source of the risk detection. For example, activeDirectory.	keyword
azure.identityprotection.properties.token_issuer_type	Indicates the type of token issuer for the detected sign-in risk. Possible values are: AzureAD, ADFederationServices, UnknownFutureValue.	keyword
azure.identityprotection.properties.user_display_name	The user display name of the user.	keyword
azure.identityprotection.properties.user_id	Unique ID of the user.	keyword
azure.identityprotection.properties.user_principal_name	The user principal name (UPN) of the user.	keyword
azure.identityprotection.properties.user_type	The type of the user (for example, "member").	keyword
azure.identityprotection.result_signature	Result signature	keyword
azure.resource.group	Resource group	keyword
azure.resource.id	Resource ID	keyword
azure.resource.name	Name	keyword
azure.resource.namespace	Resource type/namespace	keyword
azure.resource.provider	Resource type/namespace	keyword
azure.subscription_id	Azure subscription ID	keyword
azure.tenant_id	tenant ID	keyword
cloud.image.id	Image ID for the cloud instance.	keyword
data_stream.dataset	Data stream dataset name.	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
geo.city_name	City name.	keyword
geo.continent_name	Name of the continent.	keyword
geo.country_iso_code	Country ISO code.	keyword
geo.country_name	Country name.	keyword
geo.location	Longitude and latitude.	geo_point
geo.name	User-defined description of a location, at the level of granularity they care about. Could be the name of their data centers, the floor number, if this describes a local physical entity, city names. Not typically used in automated geolocation.	keyword
geo.region_iso_code	Region ISO code.	keyword
geo.region_name	Region name.	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

Provisioning logs

Retrieves Microsoft Entra ID Provisioning logs. The Microsoft Entra ID Provisioning service syncs Microsoft Entra ID users and groups to and from external enterprise applications. For example, you can configure the provisioning service to replicate all existing Microsoft Entra ID users and groups to an external Dropbox Business account or vice versa.

The Provisioning Logs contain a lot of details about a inbound/outbound sync activity, like:

User or group details.
Source and target systems (for ex., from Microsoft Entra ID to Dropbox).
Provisioning status.
Provisioning steps (with details for each step).

An example event for provisioning looks as following:

{
    "@timestamp": "2022-08-23T13:36:50.353Z",
    "azure": {
        "correlation_id": "54416401-eef2-461c-8de7-385dde2b3cba",
        "provisioning": {
            "category": "ProvisioningLogs",
            "identity": "d6cbb0bd-c3ec-6455-bd3e-4282141ce369",
            "level": 4,
            "operation_name": "Provisioning activity",
            "operation_version": "1.0",
            "properties": {
                "action": "Create",
                "activity_datetime": "2022-08-23T13:36:50.3538931Z",
                "change_id": "54416401-eef2-461c-8de7-385dde2b3cba",
                "cycle_id": "cc305635-a28e-4139-a056-42b5102933fe",
                "duration_ms": 828,
                "id": "d6cbb0bd-c3ec-6455-bd3e-4282141ce369",
                "initiated_by": {
                    "id": "",
                    "name": "Azure AD Provisioning Service",
                    "type": "system"
                },
                "job_id": "DropboxSCIMOutDelta.5611623b9128461e9d7fa0d9c270ead2.d6163622-bdf8-4b26-976f-7d573c638e2a",
                "modified_properties": [],
                "provisioning_action": "create",
                "provisioning_status_info": {
                    "status": "skipped"
                },
                "provisioning_steps": [
                    {
                        "description": "Received User 'ellie@contoso.onmicrosoft.com' change of type (Add) from Azure Active Directory",
                        "details": {
                            "IsSoftDeleted": "False",
                            "accountEnabled": "True",
                            "appRoleAssignments": "User",
                            "displayName": "Ellie",
                            "givenName": "Ellie",
                            "mailNickname": "ellie",
                            "objectId": "7383d412-41f2-478f-a317-7396cc32ce9e",
                            "userPrincipalName": "ellie@contoso.onmicrosoft.com"
                        },
                        "name": "EntryImportAdd",
                        "provisioning_step_type": 0,
                        "status": 0
                    },
                    {
                        "description": "Determine if User in scope by evaluating against each scoping filter",
                        "details": {
                            "Active in the source system": "True",
                            "Assigned to the application": "True",
                            "ScopeEvaluationResult": "{}",
                            "Scoping filter evaluation passed": "True",
                            "User has the required role": "True"
                        },
                        "name": "EntrySynchronizationScoping",
                        "provisioning_step_type": 1,
                        "status": 0
                    },
                    {
                        "description": "User 'ellie@contoso.onmicrosoft.com' will be created in Dropbox (User is active and assigned in Azure Active Directory, but no matching User was found in Dropbox)",
                        "details": {},
                        "name": "EntrySynchronizationAdd",
                        "provisioning_step_type": 2,
                        "status": 0
                    },
                    {
                        "description": "urn:ietf:params:scim:schemas:core:2.0:User 'ellie@contoso.onmicrosoft.com' will be skipped because the value of the property name.familyName is missing or invalid. Please update the value of the property name.familyName on the object in the source system.",
                        "details": {
                            "PropertyName": "name.familyName",
                            "ReportableIdentifier": "ellie@contoso.onmicrosoft.com",
                            "SkipReason": "AttributeValidationFailed"
                        },
                        "name": "EntrySynchronizationSkip",
                        "provisioning_step_type": 3,
                        "status": 2
                    }
                ],
                "service_principal": {
                    "id": "74866461-3754-40ed-a743-9c88ff29643e",
                    "name": "Dropbox Business"
                },
                "source_identity": {
                    "details": {
                        "display_name": "Ellie",
                        "id": "7383d412-41f2-478f-a317-7396cc32ce9e",
                        "odatatype": "User",
                        "user_principal_name": "ellie@contoso.onmicrosoft.com"
                    },
                    "id": "7383d412-41f2-478f-a317-7396cc32ce9e",
                    "identity_type": "User",
                    "name": "Ellie"
                },
                "source_system": {
                    "details": {},
                    "id": "bab3751f-8f21-4657-8fce-698f7391dbdd",
                    "name": "Azure Active Directory"
                },
                "target_identity": {
                    "details": {},
                    "id": "",
                    "identity_type": "urn:ietf:params:scim:schemas:core:2.0:User",
                    "name": ""
                },
                "target_system": {
                    "details": {
                        "application_id": "97e0a159-74ec-4db1-918a-c03a9c3b6b81",
                        "dervice_principal_display_name": "Dropbox Business",
                        "service_principal_id": "74866461-3754-40ed-a743-9c88ff29643e"
                    },
                    "id": "011a448f-1441-4336-8c20-e2d2cef9c410",
                    "name": "Dropbox"
                },
                "tenant_id": "5611623b-9128-461e-9d7f-a0d9c270ead2"
            },
            "result_type": "Skipped"
        },
        "resource": {
            "id": "/tenants/5611623b-9128-461e-9d7f-a0d9c270ead2/providers/Microsoft.aadiam",
            "provider": "Microsoft.aadiam"
        },
        "tenant_id": "5611623b-9128-461e-9d7f-a0d9c270ead2"
    },
    "cloud": {
        "provider": "azure"
    },
    "ecs": {
        "version": "8.11.0"
    },
    "event": {
        "action": "Provisioning activity",
        "duration": 828000000,
        "kind": "event"
    }
}

ECS Field Reference

Please refer to the following document for detailed information on ECS fields.

Exported fields

Field	Description	Type
@timestamp	Event timestamp.	date
azure.correlation_id	Correlation ID	keyword
azure.provisioning.category	Category	keyword
azure.provisioning.identity	Describes the identity of the user or application that performed the operation	keyword
azure.provisioning.level	The severity level of the event	long
azure.provisioning.operation_name	Operation name	keyword
azure.provisioning.operation_version	Operation version	keyword
azure.provisioning.properties.action	Indicates the activity name or the operation name.	keyword
azure.provisioning.properties.activity_datetime	Indicates the date and time the activity was performed. The Timestamp type represents date and time information using ISO 8601 format and is always in UTC time. For example, midnight UTC on Jan 1, 2014 would look like this: '2014-01-01T00:00:00Z'	date
azure.provisioning.properties.change_id	Unique ID of this change in this cycle	keyword
azure.provisioning.properties.cycle_id	Unique ID per job iteration	keyword
azure.provisioning.properties.duration_ms	Indicates how long this provisioning action took to finish. Measured in milliseconds.	long
azure.provisioning.properties.id	Indicates the unique ID for the activity	keyword
azure.provisioning.properties.initiated_by.id	Uniquely identifies the person or service that initiated the provisioning event.	keyword
azure.provisioning.properties.initiated_by.name	Name of the person or service that initiated the provisioning event.	keyword
azure.provisioning.properties.initiated_by.type	Type of initiator. Possible values are: user, application, system, unknownFutureValue.	keyword
azure.provisioning.properties.job_id	The unique ID for the whole provisioning job.	keyword
azure.provisioning.properties.modified_properties	Details of each property that was modified in this provisioning action on this object.	flattened
azure.provisioning.properties.provisioning_action	Indicates the activity name or the operation name. Possible values are: create, update, delete, stageddelete, disable, other and unknownFutureValue. For a list of activities logged, refer to Microsoft Entra ID activity list.	keyword
azure.provisioning.properties.provisioning_status_info.error_information.additional_details	Additional details in case of error.	keyword
azure.provisioning.properties.provisioning_status_info.error_information.error_category	Categorizes the error code. Possible values are failure, nonServiceFailure, success, unknownFutureValue.	keyword
azure.provisioning.properties.provisioning_status_info.error_information.error_code	Unique error code if any occurred. To learn more, visit https://docs.microsoft.com/en-us/azure/active-directory/reports-monitoring/concept-provisioning-logs#error-codes	keyword
azure.provisioning.properties.provisioning_status_info.error_information.reason	Summarizes the status and describes why the status happened.	keyword
azure.provisioning.properties.provisioning_status_info.error_information.recommended_action	Provides the resolution for the corresponding error.	keyword
azure.provisioning.properties.provisioning_status_info.status	Possible values are: success, warning, failure, skipped, unknownFutureValue.	keyword
azure.provisioning.properties.provisioning_steps.description	Summary of what occurred during the step.	keyword
azure.provisioning.properties.provisioning_steps.details	Details of what occurred during the step.	flattened
azure.provisioning.properties.provisioning_steps.name	Name of the step.	keyword
azure.provisioning.properties.provisioning_steps.provisioning_step_type	Type of step.	long
azure.provisioning.properties.provisioning_steps.status	Status of the step.	long
azure.provisioning.properties.service_principal.id	Uniquely identifies the servicePrincipal used for provisioning.	keyword
azure.provisioning.properties.service_principal.name	Customer-defined name for the servicePrincipal.	keyword
azure.provisioning.properties.source_identity.details	Details of the identity.	flattened
azure.provisioning.properties.source_identity.id	Uniquely identifies the identity.	keyword
azure.provisioning.properties.source_identity.identity_type	Type of identity that has been provisioned, such as 'user' or 'group'.	keyword
azure.provisioning.properties.source_identity.name	Display name of the identity.	keyword
azure.provisioning.properties.source_system.details.application_id		keyword
azure.provisioning.properties.source_system.details.dervice_principal_display_name		keyword
azure.provisioning.properties.source_system.details.service_principal_id		keyword
azure.provisioning.properties.source_system.id	Identifier of the system that a user was provisioned to or from.	keyword
azure.provisioning.properties.source_system.name	Name of the system that a user was provisioned to or from.	keyword
azure.provisioning.properties.target_identity.details	Details of the identity.	flattened
azure.provisioning.properties.target_identity.id	Uniquely identifies the identity.	keyword
azure.provisioning.properties.target_identity.identity_type	Type of identity that has been provisioned, such as 'user' or 'group'.	keyword
azure.provisioning.properties.target_identity.name	Display name of the identity.	keyword
azure.provisioning.properties.target_system.details.application_id		keyword
azure.provisioning.properties.target_system.details.dervice_principal_display_name		keyword
azure.provisioning.properties.target_system.details.service_principal_id		keyword
azure.provisioning.properties.target_system.id	Identifier of the system that a user was provisioned to or from.	keyword
azure.provisioning.properties.target_system.name	Name of the system that a user was provisioned to or from.	keyword
azure.provisioning.properties.tenant_id	Unique Microsoft Entra ID tenant ID	keyword
azure.provisioning.result_signature	Result signature	keyword
azure.provisioning.result_type	Result type	keyword
azure.provisioning.tenant_id	Unique Microsoft Entra ID tenant ID	keyword
azure.resource.group	Resource group	keyword
azure.resource.id	Resource ID	keyword
azure.resource.name	Name	keyword
azure.resource.namespace	Resource type/namespace	keyword
azure.resource.provider	Resource type/namespace	keyword
azure.subscription_id	Azure subscription ID	keyword
azure.tenant_id	tenant ID	keyword
cloud.image.id	Image ID for the cloud instance.	keyword
data_stream.dataset	Data stream dataset name.	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
geo.city_name	City name.	keyword
geo.continent_name	Name of the continent.	keyword
geo.country_iso_code	Country ISO code.	keyword
geo.country_name	Country name.	keyword
geo.location	Longitude and latitude.	geo_point
geo.name	User-defined description of a location, at the level of granularity they care about. Could be the name of their data centers, the floor number, if this describes a local physical entity, city names. Not typically used in automated geolocation.	keyword
geo.region_iso_code	Region ISO code.	keyword
geo.region_name	Region name.	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

Audit logs

Retrieves Microsoft Entra ID audit logs. The audit logs provide traceability through logs for all changes done by various features within Microsoft Entra ID. Examples of audit logs include changes made to any resources within Microsoft Entra ID like adding or removing users, apps, groups, roles and policies.

An example event for auditlogs looks as following:

{
    "@timestamp": "2020-11-02T08:51:36.997Z",
    "azure.auditlogs.category": "AuditLogs",
    "azure.auditlogs.identity": "Device Registration Service",
    "azure.auditlogs.operation_name": "Update device",
    "azure.auditlogs.operation_version": "1.0",
    "azure.auditlogs.properties.activity_datetime": "2019-10-18T15:30:51.0273716+00:00",
    "azure.auditlogs.properties.activity_display_name": "Update device",
    "azure.auditlogs.properties.category": "Device",
    "azure.auditlogs.properties.correlation_id": "8a4de8b5-095c-47d0-a96f-a75130c61d53",
    "azure.auditlogs.properties.id": "Directory_ESQ",
    "azure.auditlogs.properties.initiated_by.app.displayName": "Device Registration Service",
    "azure.auditlogs.properties.initiated_by.app.servicePrincipalId": "8a4de8b5-095c-47d0-a96f-a75130c61d53",
    "azure.auditlogs.properties.logged_by_service": "Core Directory",
    "azure.auditlogs.properties.operation_type": "Update",
    "azure.auditlogs.properties.result_reason": "",
    "azure.auditlogs.properties.target_resources.0.display_name": "LAPTOP-12",
    "azure.auditlogs.properties.target_resources.0.id": "8a4de8b5-095c-47d0-a96f-a75130c61d53",
    "azure.auditlogs.properties.target_resources.0.modified_properties.0.new_value": "\"\"",
    "azure.auditlogs.properties.target_resources.0.type": "Device",
    "azure.auditlogs.result_signature": "None",
    "azure.correlation_id": "8a4de8b5-095c-47d0-a96f-a75130c61d53",
    "azure.resource.id": "/tenants/8a4de8b5-095c-47d0-a96f-a75130c61d53/providers/Microsoft.aadiam",
    "azure.resource.provider": "Microsoft.aadiam",
    "azure.tenant_id": "8a4de8b5-095c-47d0-a96f-a75130c61d53",
    "cloud": {
        "provider": "azure"
    },
    "data_stream": {
        "dataset": "azure.auditlogs",
        "namespace": "default",
        "type": "logs"
    },
    "ecs": {
        "version": "8.11.0"
    },
    "event": {
        "action": "MICROSOFT.RESOURCES/DEPLOYMENTS/WRITE",
        "dataset": "azure.auditlogs",
        "duration": 0,
        "ingested": "2020-10-30T20:47:48.123859400Z",
        "kind": "event",
        "outcome": "success"
    },
    "log": {
        "level": "Information"
    }
}

ECS Field Reference

Please refer to the following document for detailed information on ECS fields.

Exported fields

Field	Description	Type
@timestamp	Event timestamp.	date
azure.auditlogs.category	The category of the operation. Currently, Audit is the only supported value.	keyword
azure.auditlogs.identity	Identity	keyword
azure.auditlogs.level	Value for level.	float
azure.auditlogs.operation_name	The operation name	keyword
azure.auditlogs.operation_version	The operation version	keyword
azure.auditlogs.properties.activity_datetime	Activity timestamp	date
azure.auditlogs.properties.activity_display_name	Activity display name	keyword
azure.auditlogs.properties.additional_details.key	Additional details key	keyword
azure.auditlogs.properties.additional_details.user_agent	User agent name.	keyword
azure.auditlogs.properties.additional_details.value	Additional details value	keyword
azure.auditlogs.properties.authentication_protocol	Authentication protocol type.	keyword
azure.auditlogs.properties.category	category	keyword
azure.auditlogs.properties.correlation_id	Correlation ID	keyword
azure.auditlogs.properties.id	ID	keyword
azure.auditlogs.properties.initiated_by.app.appId	App ID	keyword
azure.auditlogs.properties.initiated_by.app.displayName	Display name	keyword
azure.auditlogs.properties.initiated_by.app.servicePrincipalId	Service principal ID	keyword
azure.auditlogs.properties.initiated_by.app.servicePrincipalName	Service principal name	keyword
azure.auditlogs.properties.initiated_by.user.displayName	Display name	keyword
azure.auditlogs.properties.initiated_by.user.id	ID	keyword
azure.auditlogs.properties.initiated_by.user.ipAddress	ip Address	keyword
azure.auditlogs.properties.initiated_by.user.roles	User roles	keyword
azure.auditlogs.properties.initiated_by.user.userPrincipalName	User principal name	keyword
azure.auditlogs.properties.logged_by_service	Logged by service	keyword
azure.auditlogs.properties.operation_type	Operation type	keyword
azure.auditlogs.properties.result	Log result	keyword
azure.auditlogs.properties.result_reason	Reason for the log result	keyword
azure.auditlogs.properties.target_resources.*.display_name	Display name	keyword
azure.auditlogs.properties.target_resources.*.id	ID	keyword
azure.auditlogs.properties.target_resources.*.ip_address	ip Address	keyword
azure.auditlogs.properties.target_resources..modified_properties..display_name	Display value	keyword
azure.auditlogs.properties.target_resources..modified_properties..new_value	New value	keyword
azure.auditlogs.properties.target_resources..modified_properties..old_value	Old value	keyword
azure.auditlogs.properties.target_resources.*.type	Type	keyword
azure.auditlogs.properties.target_resources.*.user_principal_name	User principal name	keyword
azure.auditlogs.result_description	Result description	keyword
azure.auditlogs.result_signature	Result signature	keyword
azure.auditlogs.tenant_id	Tenant ID	keyword
azure.correlation_id	Correlation ID	keyword
azure.resource.authorization_rule	Authorization rule	keyword
azure.resource.group	Resource group	keyword
azure.resource.id	Resource ID	keyword
azure.resource.name	Name	keyword
azure.resource.namespace	Resource type/namespace	keyword
azure.resource.provider	Resource type/namespace	keyword
azure.subscription_id	Azure subscription ID	keyword
azure.tenant_id	tenant ID	keyword
cloud.image.id	Image ID for the cloud instance.	keyword
data_stream.dataset	Data stream dataset name.	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
geo.city_name	City name.	keyword
geo.continent_name	Name of the continent.	keyword
geo.country_iso_code	Country ISO code.	keyword
geo.country_name	Country name.	keyword
geo.location	Longitude and latitude.	geo_point
host.containerized	If the host is a container.	boolean
host.os.build	OS build information.	keyword
host.os.codename	OS codename, if any.	keyword

Changelog

Version	Details	Kibana version(s)
1.13.0	Enhancement View pull request Add structured log categories to Azure Firewall.	8.13.0 or higher
1.12.0	Enhancement View pull request ECS version updated to 8.11.0. Update the kibana constraint to ^8.13.0. Modified the field definitions to remove ECS fields made redundant by the ecs@mappings component template. Breaking change View pull request Updated "event.outcome" values from "Succeeded" to "success" and "Failed" to "failure".	8.13.0 or higher
1.11.4	Bug fix View pull request Replace Azure AD with Microsoft Entra ID.	8.12.0 or higher
1.11.3	Bug fix View pull request Update Azure Audit Logs pipeline with support for initiated_by user fields.	8.12.0 or higher
1.11.2	Bug fix View pull request Add missing ECS field definitions.	8.12.0 or higher
1.11.1	Enhancement View pull request Update description for event hub parameter name recommendations.	8.12.0 or higher
1.11.0	Enhancement View pull request Use ecs definition of the 'event.dataset' field for eventhub	8.12.0 or higher
1.10.0	Enhancement View pull request Add Microsoft Graph Activity Logs	8.12.0 or higher
1.9.2	Enhancement View pull request Add docs for running the integration behind a firewall.	8.12.0 or higher
1.9.1	Bug fix View pull request Set field type to password on secret fields.	8.12.0 or higher
1.9.0	Enhancement View pull request Add support for integration secrets	8.12.0 or higher
1.8.3	Enhancement View pull request Add caller_ip_address field in pipeline for Azure sign-in logs.	8.8.0 or higher
1.8.2	Enhancement View pull request Update Azure logs documentation.	8.8.0 or higher
1.8.1	Enhancement View pull request Update AD Logs documentation.	8.8.0 or higher
1.8.0	Enhancement View pull request Allow rerouting of Azure logs events to a different data stream.	8.8.0 or higher
1.7.0	Enhancement View pull request Rebrand Azure Spring Cloud Logs to Azure Spring Apps	8.6.0 or higher
1.6.0	Enhancement View pull request Update the package format_version to 3.0.0.	8.6.0 or higher
1.5.33	Bug fix View pull request Handle `json.properties.clientIp` as an alias of `json.properties.clientIP` in application gateway logs	8.6.0 or higher
1.5.32	Bug fix View pull request Fix mappings for `azure.activitylogs.claims.*`.	8.6.0 or higher
1.5.31	Enhancement View pull request Migration of Azure AD Identity Protection dashboard to Lens.	8.6.0 or higher
1.5.30	Enhancement View pull request Migration of Azure AD Provisioning Logs dashboard to Lens.	8.6.0 or higher
1.5.29	Enhancement View pull request Fix Azure dashboards descriptions and titles.	8.6.0 or higher
1.5.28	Enhancement View pull request Migration Alerts Overview dashboard to Lens	8.6.0 or higher
1.5.27	Bug fix View pull request Fix in Firewall dashboards	8.6.0 or higher
1.5.26	Bug fix View pull request Handle duplicate user_agent.original field in signinlogs logs	8.6.0 or higher
1.5.25	Bug fix View pull request Handle duplicate url.path field in application gateway logs	8.6.0 or higher
1.5.24	Bug fix View pull request Handle firewall events for DNAT'ed requests with attributes	8.6.0 or higher
1.5.23	Enhancement View pull request Update Azure Logs screenshot	8.6.0 or higher
1.5.22	Enhancement View pull request Migration of Azure Cloud Overview dashboard to Lens and style changes	8.6.0 or higher
1.5.21	Enhancement View pull request Migration of User Activity Dashboard to Lens	8.6.0 or higher
1.5.20	Enhancement View pull request Integration settings UI for sanitization	8.6.0 or higher
1.5.17	Enhancement View pull request Migration of Spring Cloud Overview dashboard to Lens	8.6.0 or higher
1.5.16	Enhancement View pull request Migration of Azure Spring Cloud Logs Application Cloud Logs dashboard to Lens	8.6.0 or higher
1.5.15	Enhancement View pull request Migration of Spring Cloud System Logs dashboard to Lens	8.6.0 or higher
1.5.14	Enhancement View pull request Enhancement/Improving performance of the dashboards	8.6.0 or higher
1.5.13	Enhancement View pull request Extend the Storage Account container documentation and add link to requiements and setup instructions	7.16.0 or higher 8.0.0 or higher
1.5.12	Enhancement View pull request Added categories and/or subcategories.	7.16.0 or higher 8.0.0 or higher
1.5.11	Enhancement View pull request Add a new message format to the AzureFirewallNetworkRule log category	7.16.0 or higher 8.0.0 or higher
1.5.10	Bug fix View pull request Check for 'event.original' already existing in Application Gateway and Event Hub ingest pipelines	7.16.0 or higher 8.0.0 or higher
1.5.9	Bug fix View pull request Check for 'event.original' already existing in firewall logs ingest pipeline	7.16.0 or higher 8.0.0 or higher
1.5.8	Bug fix View pull request Add `storage_account_container` option to the Application Gateway integration	7.16.0 or higher 8.0.0 or higher
1.5.7	Bug fix View pull request Fix parsing of authentication_processing_details field in signin logs	7.16.0 or higher 8.0.0 or higher
1.5.6	Bug fix View pull request Fix parsing error client port is blank and adjust for timeStamp	7.16.0 or higher 8.0.0 or higher
1.5.5	Bug fix View pull request Rename identity as identity_name when the value is a string	7.16.0 or higher 8.0.0 or higher
1.5.4	Enhancement View pull request Enable Event Hub integration by default and improve documentation	7.16.0 or higher 8.0.0 or higher
1.5.3	Enhancement View pull request Data streams start as disabled on new installs	7.16.0 or higher 8.0.0 or higher
1.5.2	Bug fix View pull request Fix PR link in changelog	7.16.0 or higher 8.0.0 or higher
1.5.1	Bug fix View pull request Fix documentations formatting (remove extra 'Overview' heading)	7.16.0 or higher 8.0.0 or higher
1.5.0	Enhancement View pull request Add Azure Application Gatewaty data stream	7.16.0 or higher 8.0.0 or higher
1.4.1	Enhancement View pull request Update Azure Logs documentation	7.16.0 or higher 8.0.0 or higher
1.4.0	Enhancement View pull request Add two new data streams to the Azure AD logs integration: Azure Identity Protection logs and Provisioning logs	7.16.0 or higher 8.0.0 or higher
1.3.0	Enhancement View pull request Add the possibility to override the default generated storage account container	7.16.0 or higher 8.0.0 or higher
1.2.3	Enhancement View pull request Update docs with recommended Event Hub configuration	7.16.0 or higher 8.0.0 or higher
1.2.2	Enhancement View pull request Update package name and description to align with standard wording	7.16.0 or higher 8.0.0 or higher
1.2.1	Bug fix View pull request Fix Azure Sign-in logs ingest pipeline bug	7.16.0 or higher 8.0.0 or higher
1.2.0	Enhancement View pull request Support Azure firewall logs	—
1.1.11	Bug fix View pull request Improve support for event.original field from upstream forwarders.	—
1.1.10	Enhancement View pull request Update readme with links to Microsoft documentation	7.16.0 or higher 8.0.0 or higher
1.1.9	Bug fix View pull request Improve handling of IPv6 IP addresses.	—
1.1.8	Enhancement View pull request Update docs with details about Event Hub name recommendations	7.16.0 or higher 8.0.0 or higher
1.1.7	Bug fix View pull request Add geo.name and result_description fields in platformlogs	7.16.0 or higher 8.0.0 or higher
1.1.6	Bug fix View pull request Fix azure.activitylogs.identity with a a concrete value Bug fix View pull request Add identity_name, tenant_id, level and operation_version into activity logs	7.16.0 or higher 8.0.0 or higher
1.1.5	Enhancement View pull request Add documentation for multi-fields	—
1.1.4	Bug fix View pull request Fix `event.duration` field mapping conflict in all Azure data streams.	—
1.1.3	Enhancement View pull request Added the `forwarded` tag by default to all log types.	—
1.1.2	Bug fix View pull request Add device_detail.is_compliant and device_detail.is_managed fields Bug fix View pull request Change authentication_requirement_policies to flattened type	7.16.0 or higher 8.0.0 or higher
1.1.1	Bug fix View pull request Fix field mapping conflict in the auditlogs data stream for `client.ip`. Changed `azure-eventhub.offset` and `azure-eventhub.sequence_number` to longs from keyword in the eventhub data stream.	—
1.1.0	Enhancement View pull request Support new Azure audit logs and signin logs	—
1.0.1	Enhancement View pull request Remove beta release tag from data streams	7.16.0 or higher 8.0.0 or higher
1.0.0	Enhancement View pull request Move azure package to GA	7.16.0 or higher 8.0.0 or higher
0.12.3	Enhancement View pull request Update to ECS 8.0	—
0.12.2	Bug fix View pull request Regenerate test files using the new GeoIP database	—
0.12.1	Bug fix View pull request Change test public IPs to the supported subset	—
0.12.0	Enhancement View pull request Release azure package for v8.0.0	—
0.11.0	Enhancement View pull request Add Azure Event Hub Input	—
0.10.1	Enhancement View pull request Uniform with guidelines	—
0.10.0	Enhancement View pull request signinlogs - Add support for ManagedIdentitySignInLogs, NonInteractiveUserSignInLogs, and ServicePrincipalSignInLogs.	—
0.9.2	Bug fix View pull request Prevent pipeline script error	—
0.9.1	Bug fix View pull request Fix logic that checks for the 'forwarded' tag	—
0.9.0	Enhancement View pull request Update to ECS 1.12.0	—
0.8.6	Bug fix View pull request Add ECS `client.ip` mapping	—
0.8.5	Enhancement View pull request Update docs and logo	—
0.8.4	Enhancement View pull request Convert to generated ECS fields	—
0.8.3	Enhancement View pull request Import geo_points from ECS	—
0.8.2	Enhancement View pull request Update error message	—
0.8.1	Enhancement View pull request Add support for springcloud logs inside the platformlogs pipeline	—
0.8.0	Enhancement View pull request Import ECS field definitions	—
0.7.0	Enhancement View pull request Add spring cloud logs	—
0.6.2	Enhancement View pull request update to ECS 1.11.0	—
0.6.1	Enhancement View pull request Escape special characters in docs	—
0.6.0	Enhancement View pull request Update integration description	—
0.5.1	Enhancement View pull request Re-add pipeline changes for invalid json	—
0.5.0	Enhancement View pull request Add input groups	—
0.4.0	Enhancement View pull request Set "event.module" and "event.dataset"	—
0.3.1	Enhancement View pull request sync package with module changes	—
0.3.0	Enhancement View pull request update to ECS 1.10.0 and adding event.original options	—
0.2.3	Enhancement View pull request update to ECS 1.9.0	—
0.2.2	Bug fix View pull request Correct sample event file.	—
0.2.1	Bug fix View pull request Add check for empty configuration options.	—
0.2.0	Enhancement View pull request Add changes to use ECS 1.8 fields.	—
0.0.1	Enhancement View pull request initial release	—

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Provisioning logs

Audit logs

Changelog