Microsoft Graph Activity Logs

Microsoft Graph Activity Logs integration


Version	1.11.1 (View all)
Compatible Kibana version(s)	8.12.0 or higher
Supported Serverless project types What's this?	Security Observability
Subscription level What's this?	Basic

Microsoft Graph Activity Logs provide an audit trail of all HTTP requests that the Microsoft Graph service has received and processed for a tenant. Microsoft Graph Activity Logs gives full visibility into all transactions made by applications and other API clients that you have consented to in the tenant. Refer to Microsoft Graph Activity Common Usecases for more use cases.

Tenant administrators can configure the collection and storage destinations of Microsoft Graph Activity Logs through Diagnostic Setting in the Entra Portal. This integration uses Azure Event Hubs destination to stream Microsoft Graph Activity Logs to Elastic.

Requirements and Setup

Prerequisites

Following privileges are required to collect Microsoft Graph Activity Logs:

A Microsoft Entra ID P1 or P2 tenant license in your tenant.
A Security Administrator or Global Administrator Microsoft Entra ID role to configure the diagnostic settings. Refer to Microsoft Graph Prerequisites for more information on required privileges.

Setup

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

Limitations

Activities of multi-tenant applications belonging to another tenant are not available.
In few rare cases, events might take up to 2 hours to be delivered to Event Hubs. Refer to Microsoft Graph Activity Limitations for more information.

Settings

eventhub : string 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 Event Hubs, steps here.

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

graphactivitylogs

The graphactivitylogs data stream of the Azure Logs package will collect Microsoft Graph activity events that have been streamed through an azure event hub.

An example event for graphactivitylogs looks as following:

{
    "@timestamp": "2024-03-07T10:24:44.793Z",
    "azure": {
        "correlation_id": "f7839da0-e7d1-4e4f-985a-64937fbge347",
        "graphactivitylogs": {
            "category": "MicrosoftGraphActivityLogs",
            "operation_name": "Microsoft Graph Activity",
            "operation_version": "v1.0",
            "properties": {
                "api_version": "v1.0",
                "app_id": "a5a68e32-269a-3c91-a5e2-b9254e67hb29",
                "client_auth_method": 2,
                "client_request_id": "2fe58790-a848-4a93-9d2c-5645972aejk9",
                "identity_provider": "https://sts.windows.net/ab30785b-417f-42a4-b5dc-8f9051718acb/",
                "operation_id": "f7839da0-e7d1-4e4f-985a-64937fbge347",
                "roles": [
                    "Application.Read.All",
                    "Domain.Read.All",
                    "GroupMember.Read.All",
                    "LicenseAssignment.ReadWrite.All",
                    "Organization.Read.All",
                    "Policy.Read.ConditionalAccess",
                    "RoleManagement.Read.Directory",
                    "Team.ReadBasic.All",
                    "TeamsTab.Create",
                    "TeamsTab.Read.All",
                    "TeamsTab.ReadWrite.All",
                    "User.Read.All"
                ],
                "service_principal_id": "f2aq4c71-31e3-5065-91g3-4b2dfbsv50fg",
                "sign_in_activity_id": "sign-in_ActivityId",
                "time_generated": "2024-03-07T10:24:44.793Z",
                "token_issued_at": "2024-03-07T10:19:44.000Z",
                "wids": [
                    "a207b4d3-0g8d-90cb-bhj5-d80n3121e69"
                ]
            },
            "result_signature": "200"
        },
        "resource": {
            "id": "/TENANTS/AB30785B-417F-42A4-B5DC-8F9051718ACB/PROVIDERS/MICROSOFT.AADIAM",
            "provider": "MICROSOFT.AADIAM"
        },
        "tenant_id": "ab30785b-417f-42a4-b5dc-8f9051718acb"
    },
    "client": {
        "geo": {
            "city_name": "London",
            "continent_name": "Europe",
            "country_iso_code": "GB",
            "country_name": "United Kingdom",
            "location": {
                "lat": 51.5142,
                "lon": -0.0931
            },
            "region_iso_code": "GB-ENG",
            "region_name": "England"
        },
        "ip": "81.2.69.143"
    },
    "cloud": {
        "account": {
            "id": "ab30785b-417f-42a4-b5dc-8f9051718acb"
        },
        "provider": "azure",
        "region": "France Central",
        "service": {
            "name": "Microsoft Graph"
        }
    },
    "destination": {
        "geo": {
            "region_name": "France Central"
        }
    },
    "ecs": {
        "version": "8.0.0"
    },
    "event": {
        "action": "Microsoft Graph Activity",
        "duration": 1213372224,
        "kind": "event",
        "original": "{\"Level\":4,\"callerIpAddress\":\"81.2.69.143\",\"category\":\"MicrosoftGraphActivityLogs\",\"correlationId\":\"f7839da0-e7d1-4e4f-985a-64937fbge347\",\"durationMs\":1100725,\"location\":\"France Central\",\"operationName\":\"Microsoft Graph Activity\",\"operationVersion\":\"v1.0\",\"properties\":{\"apiVersion\":\"v1.0\",\"appId\":\"a5a68e32-269a-3c91-a5e2-b9254e67hb29\",\"atContent\":\"\",\"clientAuthMethod\":\"2\",\"clientRequestId\":\"2fe58790-a848-4a93-9d2c-5645972aejk9\",\"durationMs\":1100725,\"identityProvider\":\"https://sts.windows.net/ab30785b-417f-42a4-b5dc-8f9051718acb/\",\"ipAddress\":\"81.2.69.143\",\"location\":\"France Central\",\"operationId\":\"f7839da0-e7d1-4e4f-985a-64937fbge347\",\"requestId\":\"f7839da0-e7d1-4e4f-985a-64937fbge347\",\"requestMethod\":\"GET\",\"requestUri\":\"https://graph.microsoft.com/v1.0/directoryRoles\",\"responseSizeBytes\":4300,\"responseStatusCode\":200,\"roles\":\"Application.Read.All Domain.Read.All GroupMember.Read.All LicenseAssignment.ReadWrite.All Organization.Read.All Policy.Read.ConditionalAccess RoleManagement.Read.Directory Team.ReadBasic.All TeamsTab.Create TeamsTab.Read.All TeamsTab.ReadWrite.All User.Read.All\",\"scopes\":null,\"servicePrincipalId\":\"f2aq4c71-31e3-5065-91g3-4b2dfbsv50fg\",\"signInActivityId\":\"sign-in_ActivityId\",\"tenantId\":\"ab30785b-417f-42a4-b5dc-8f9051718acb\",\"timeGenerated\":\"2024-03-07T10:24:44.7939418Z\",\"tokenIssuedAt\":\"2024-03-07T10:19:44Z\",\"userAgent\":\"\",\"userId\":null,\"wids\":\"a207b4d3-0g8d-90cb-bhj5-d80n3121e69\"},\"resourceId\":\"/TENANTS/AB30785B-417F-42A4-B5DC-8F9051718ACB/PROVIDERS/MICROSOFT.AADIAM\",\"resultSignature\":\"200\",\"tenantId\":\"ab30785b-417f-42a4-b5dc-8f9051718acb\",\"time\":\"2024-03-07T10:24:44.7939418Z\"}",
        "type": [
            "access"
        ]
    },
    "http": {
        "request": {
            "id": "f7839da0-e7d1-4e4f-985a-64937fbge347",
            "method": "GET"
        },
        "response": {
            "bytes": 4300,
            "status_code": 200
        }
    },
    "log": {
        "level": "4"
    },
    "related": {
        "ip": [
            "81.2.69.143"
        ]
    },
    "source": {
        "geo": {
            "city_name": "London",
            "continent_name": "Europe",
            "country_iso_code": "GB",
            "country_name": "United Kingdom",
            "location": {
                "lat": 51.5142,
                "lon": -0.0931
            },
            "region_iso_code": "GB-ENG",
            "region_name": "England"
        },
        "ip": "81.2.69.143"
    },
    "tags": [
        "preserve_original_event"
    ],
    "url": {
        "domain": "graph.microsoft.com",
        "extension": "0/directoryRoles",
        "original": "https://graph.microsoft.com/v1.0/directoryRoles",
        "path": "/v1.0/directoryRoles",
        "scheme": "https"
    }
}

Exported fields

Field	Description	Type
@timestamp	Event timestamp.	date
azure.correlation_id	Correlation ID.	keyword
azure.graphactivitylogs.category	Azure Event Category. For example, Graph Activity Logs has value `MicrosoftGraphActivityLogs`.	keyword
azure.graphactivitylogs.operation_name	Operation name.	keyword
azure.graphactivitylogs.operation_version	The Graph API version of the event.	keyword
azure.graphactivitylogs.properties.api_version	The API version of the event.	keyword
azure.graphactivitylogs.properties.app_id	The identifier for the application.	keyword
azure.graphactivitylogs.properties.at_content	Reserved for future use.	keyword
azure.graphactivitylogs.properties.billed_size	The record size in bytes.	double
azure.graphactivitylogs.properties.client_auth_method	Indicates how the client was authenticated. For a public client, the value is 0. If client ID and client secret are used, the value is 1. If a client certificate was used for authentication, the value is 2.	integer
azure.graphactivitylogs.properties.client_request_id	The client request identifier when sent. If no client request identifier is sent, the value will be equal to the operation identifier.	keyword
azure.graphactivitylogs.properties.identity_provider	The identity provider that authenticated the subject of the token.	keyword
azure.graphactivitylogs.properties.is_billable	Specifies whether ingesting the data is billable. When _IsBillable is false ingestion isn't billed to your Azure account.	boolean
azure.graphactivitylogs.properties.operation_id	The identifier for the batch. For non-batched requests, this will be unique per request. For batched requests, this will be the same for all requests in the batch.	keyword
azure.graphactivitylogs.properties.request_uri	The URI of the request.	keyword
azure.graphactivitylogs.properties.roles	The roles in token claims.	keyword
azure.graphactivitylogs.properties.scopes	The scopes in token claims.	keyword
azure.graphactivitylogs.properties.service_principal_id	The identifier of the servicePrincipal making the request.	keyword
azure.graphactivitylogs.properties.sign_in_activity_id	The identifier representing the sign-in activitys.	keyword
azure.graphactivitylogs.properties.source_system	The type of agent the event was collected by. For example, OpsManager for Windows agent, either direct connect or Operations Manager, Linux for all Linux agents, or Azure for Azure Diagnostics.	keyword
azure.graphactivitylogs.properties.time_generated	The date and time the request was received.	date
azure.graphactivitylogs.properties.token_issued_at	The timestamp the token was issued at.	date
azure.graphactivitylogs.properties.type	The name of the table.	keyword
azure.graphactivitylogs.properties.user_agent	The user agent information related to request.	keyword
azure.graphactivitylogs.properties.wids	Denotes the tenant-wide roles assigned to this user.	keyword
azure.graphactivitylogs.result_signature	Result signature.	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
client.geo.city_name	City name.	keyword
client.geo.continent_name	Name of the continent.	keyword
client.geo.country_iso_code	Country ISO code.	keyword
client.geo.country_name	Country name.	keyword
client.geo.location.lat	Longitude and latitude.	geo_point
client.geo.location.lon	Longitude and latitude.	geo_point
client.geo.region_iso_code	Region ISO code.	keyword
client.geo.region_name	Region name.	keyword
client.ip	IP address of the client (IPv4 or IPv6).	ip
client.user.id	Unique identifier of the user.	keyword
cloud.account.id	The cloud account or organization id used to identify different entities in a multi-tenant environment. Examples: AWS account id, Google Cloud ORG Id, or other unique identifier.	keyword
cloud.availability_zone	Availability zone in which this host, resource, or service is located.	keyword
cloud.image.id	Image ID for the cloud instance.	keyword
cloud.instance.id	Instance ID of the host machine.	keyword
cloud.instance.name	Instance name of the host machine.	keyword
cloud.machine.type	Machine type of the host machine.	keyword
cloud.project.id	The cloud project identifier. Examples: Google Cloud Project id, Azure Project id.	keyword
cloud.provider	Name of the cloud provider. Example values are aws, azure, gcp, or digitalocean.	keyword
cloud.region	Region in which this host, resource, or service is located.	keyword
cloud.service.name	The cloud service name is intended to distinguish services running on different platforms within a provider, eg AWS EC2 vs Lambda, GCP GCE vs App Engine, Azure VM vs App Server. Examples: app engine, app service, cloud run, fargate, lambda.	keyword
container.id	Unique container id.	keyword
container.image.name	Name of the image the container was built on.	keyword
container.labels	Image labels.	object
container.name	Container name.	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
destination.geo.region_name	Region name.	keyword
ecs.version	ECS version this event conforms to. `ecs.version` is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events.	keyword
event.action	The action captured by the event. This describes the information in the event. It is more specific than `event.category`. Examples are `group-add`, `process-started`, `file-created`. The value is normally defined by the implementer.	keyword
event.category	This is one of four ECS Categorization Fields, and indicates the second level in the ECS category hierarchy. `event.category` represents the "big buckets" of ECS categories. For example, filtering on `event.category:process` yields all events relating to process activity. This field is closely related to `event.type`, which is used as a subcategory. This field is an array. This will allow proper categorization of some events that fall in multiple categories.	keyword
event.created	event.created contains the date/time when the event was first read by an agent, or by your pipeline. This field is distinct from @timestamp in that @timestamp typically contain the time extracted from the original event. In most situations, these two timestamps will be slightly different. The difference can be used to calculate the delay between your source generating an event, and the time when your agent first processed it. This can be used to monitor your agent's or pipeline's ability to keep up with your event source. In case the two timestamps are identical, @timestamp should be used.	date
event.dataset	Event dataset	constant_keyword
event.duration	Duration of the event in nanoseconds. If event.start and event.end are known this value should be the difference between the end and start time.	long
event.id	Unique ID to describe the event.	keyword
event.ingested	Timestamp when an event arrived in the central data store. This is different from `@timestamp`, which is when the event originally occurred. It's also different from `event.created`, which is meant to capture the first time an agent saw the event. In normal conditions, assuming no tampering, the timestamps should chronologically look like this: `@timestamp` < `event.created` < `event.ingested`.	date
event.kind	This is one of four ECS Categorization Fields, and indicates the highest level in the ECS category hierarchy. `event.kind` gives high-level information about what type of information the event contains, without being specific to the contents of the event. For example, values of this field distinguish alert events from metric events. The value of this field can be used to inform how these kinds of events should be handled. They may warrant different retention, different access control, it may also help understand whether the data coming in at a regular interval or not.	keyword
event.module	Event module	constant_keyword
event.type	This is one of four ECS Categorization Fields, and indicates the third level in the ECS category hierarchy. `event.type` represents a categorization "sub-bucket" that, when used along with the `event.category` field values, enables filtering events down to a level appropriate for single visualization. This field is an array. This will allow proper categorization of some events that fall in multiple event types.	keyword
host.architecture	Operating system architecture.	keyword
host.containerized	If the host is a container.	boolean
host.domain	Name of the domain of which the host is a member. For example, on Windows this could be the host's Active Directory domain or NetBIOS domain name. For Linux this could be the domain of the host's LDAP provider.	keyword
host.hostname	Hostname of the host. It normally contains what the `hostname` command returns on the host machine.	keyword
host.id	Unique host id. As hostname is not always unique, use values that are meaningful in your environment. Example: The current usage of `beat.name`.	keyword
host.mac	Host MAC addresses. The notation format from RFC 7042 is suggested: Each octet (that is, 8-bit byte) is represented by two [uppercase] hexadecimal digits giving the value of the octet as an unsigned integer. Successive octets are separated by a hyphen.	keyword
host.name	Name of the host. It can contain what `hostname` returns on Unix systems, the fully qualified domain name, or a name specified by the user. The sender decides which value to use.	keyword
host.os.build	OS build information.	keyword
host.os.codename	OS codename, if any.	keyword
host.os.family	OS family (such as redhat, debian, freebsd, windows).	keyword
host.os.kernel	Operating system kernel version as a raw string.	keyword
host.os.name	Operating system name, without the version.	keyword
host.os.name.text	Multi-field of `host.os.name`.	match_only_text
host.os.platform	Operating system platform (such centos, ubuntu, windows).	keyword
host.os.version	Operating system version as a raw string.	keyword
host.type	Type of host. For Cloud providers this can be the machine type like `t2.medium`. If vm, this could be the container, for example, or other information meaningful in your environment.	keyword
http.request.id	A unique identifier for each HTTP request to correlate logs between clients and servers in transactions. The id may be contained in a non-standard HTTP header, such as `X-Request-ID` or `X-Correlation-ID`.	keyword
http.request.method	HTTP request method. The value should retain its casing from the original event. For example, `GET`, `get`, and `GeT` are all considered valid values for this field.	keyword
http.response.bytes	Total size in bytes of the response (body and headers).	long
http.response.status_code	HTTP response status code.	long
log.level	Original log level of the log event. If the source of the event provides a log level or textual severity, this is the one that goes in `log.level`. If your source doesn't specify one, you may put your event transport's severity here (e.g. Syslog severity). Some examples are `warn`, `err`, `i`, `informational`.	keyword
message	For log events the message field contains the log message, optimized for viewing in a log viewer. For structured logs without an original message field, other fields can be concatenated to form a human-readable summary of the event. If multiple messages exist, they can be combined into one message.	match_only_text
related.ip	All of the IPs seen on your event.	ip
related.user	All the user names or other user identifiers seen on the event.	keyword
source.address	Some event source addresses are defined ambiguously. The event will sometimes list an IP, a domain or a unix socket. You should always store the raw address in the `.address` field. Then it should be duplicated to `.ip` or `.domain`, depending on which one it is.	keyword
source.geo.city_name	City name.	keyword
source.geo.continent_name	Name of the continent.	keyword
source.geo.country_iso_code	Country ISO code.	keyword
source.geo.country_name	Country name.	keyword
source.geo.location.lat	Longitude and latitude.	geo_point
source.geo.location.lon	Longitude and latitude.	geo_point
source.geo.region_iso_code	Region ISO code.	keyword
source.geo.region_name	Region name.	keyword
source.ip	IP address of the source (IPv4 or IPv6).	ip
tags	List of keywords used to tag each event.	keyword
url.domain	Domain of the url, such as "www.elastic.co". In some cases a URL may refer to an IP and/or port directly, without a domain name. In this case, the IP address would go to the `domain` field. If the URL contains a literal IPv6 address enclosed by `[` and `]` (IETF RFC 2732), the `[` and `]` characters should also be captured in the `domain` field.	keyword
url.extension	The field contains the file extension from the original request url, excluding the leading dot. The file extension is only set if it exists, as not every url has a file extension. The leading period must not be included. For example, the value must be "png", not ".png". Note that when the file name has multiple extensions (example.tar.gz), only the last one should be captured ("gz", not "tar.gz").	keyword
url.full	If full URLs are important to your use case, they should be stored in `url.full`, whether this field is reconstructed or present in the event source.	wildcard
url.full.text	Multi-field of `url.full`.	match_only_text
url.original	Unmodified original url as seen in the event source. Note that in network monitoring, the observed URL may be a full URL, whereas in access logs, the URL is often just represented as a path. This field is meant to represent the URL as it was observed, complete or not.	wildcard
url.original.text	Multi-field of `url.original`.	match_only_text
url.password	Password of the request.	keyword
url.path	Path of the request, such as "/search".	wildcard
url.port	Port of the request, such as 443.	long
url.query	The query field describes the query string of the request, such as "q=elasticsearch". The `?` is excluded from the query string. If a URL contains no `?`, there is no query field. If there is a `?` but no query, the query field exists with an empty string. The `exists` query can be used to differentiate between the two cases.	keyword
url.scheme	Scheme of the request, such as "https". Note: The `:` is not part of the scheme.	keyword
url.username	Username of the request.	keyword
user.id	Unique identifier of the user.	keyword
user_agent.device.name	Name of the device.	keyword
user_agent.name	Name of the user agent.	keyword
user_agent.original	Unparsed user_agent string.	keyword
user_agent.original.text	Multi-field of `user_agent.original`.	match_only_text
user_agent.os.full	Operating system name, including the version or code name.	keyword
user_agent.os.full.text	Multi-field of `user_agent.os.full`.	match_only_text
user_agent.os.name	Operating system name, without the version.	keyword
user_agent.os.name.text	Multi-field of `user_agent.os.name`.	match_only_text
user_agent.os.version	Operating system version as a raw string.	keyword
user_agent.version	Version of the user agent.	keyword

Changelog

Version	Details	Kibana version(s)
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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