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Microsoft Entra Blog
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Microsoft Graph activity logs is now generally available

krbash's avatar
krbash
Icon for Microsoft rankMicrosoft
Apr 11, 2024

We’re excited to announce the general availability of Microsoft Graph activity logs! Microsoft Graph activity logs give you visibility into HTTP requests made to the Microsoft Graph service in your tenant. With rapidly growing security threats and an increasing number of attacks, this log data source allows you to perform security analysis, threat hunting, and monitor application activity in your tenant.  

 

Some common use cases include: 

  

  • Identifying the activities that a compromised user account conducted in your tenant. 
  • Building detections and behavioral analysis to identify suspicious or anomalous use of Microsoft Graph APIs, such as an application enumerating all users, or making probing requests with many 403 errors. 
  • Investigating unexpected or unnecessarily privileged assignments of application permissions. 
  • Identifying problematic or unexpected behaviors for client applications, such as extreme call volumes that cause throttling for the tenant. 

 

You’re currently able to collect sign-in logs to analyze authentication activity and audit logs to see changes to important resources. With Microsoft Graph activity logs, you can now investigate the complete picture of activity in your tenant – from token request in sign-in logs, to API request activity (reads, writes, and deletes) in Microsoft Graph activity logs, to ultimate resource changes in audit logs.

 

Figure 1: Microsoft Graph activity logs in Log Analytics.

 

 

We’re delighted to see many of you applying the Microsoft Graph activity logs (Preview) to awesome use cases. As we listened to your feedback on cost concerns, particularly for ingestion to Log Analytics, we’ve also enabled Log Transformation and Basic Log capabilities to help you scope your log ingestion to a smaller set if desired.

 

To illustrate working with these logs, we can look at some basic queries: 
 
Summarize applications and principals that have made requests to change or delete groups in the past day:

 

MicrosoftGraphActivityLogs 

| where TimeGenerated > ago(1d) 

| where RequestUri contains '/group' 

| where RequestMethod != "GET" 

| summarize UriCount=dcount(RequestUri) by AppId, UserId, ServicePrincipalId, ResponseStatusCode 

 

See recent requests that failed due to authorization:

 

MicrosoftGraphActivityLogs 

| where TimeGenerated > ago(1h) 

| where ResponseStatusCode == 401 or ResponseStatusCode == 403 

| project AppId, UserId, ServicePrincipalId, ResponseStatusCode, RequestUri, RequestMethod 

| limit 1000 

 

Identify resources queried or modified by potentially risky users:

Note: This query leverages Risky User data from Entra ID Protection.

 

MicrosoftGraphActivityLogs 

| where TimeGenerated > ago(30d) 

| join AADRiskyUsers on $left.UserId == $right.Id 

| extend resourcePath = replace_string(replace_string(replace_regex(tostring(parse_url(RequestUri).Path), @'(\/)+','/'),'v1.0/',''),'beta/','') 

| summarize RequestCount=dcount(RequestId) by UserId, RiskState, resourcePath,

RequestMethod, ResponseStatusCode 

 

Microsoft Graph activity logs are available through the Azure Monitor Logs integration of Microsoft Entra. Administrators of Microsoft Entra ID P1 or P2 tenants can configure the collection and storage destinations of Microsoft Graph activity logs through the diagnostic setting in the Entra portal. These settings allow you to configure the collection of the logs to a storage destination of your choice. The logs can be stored and queried in an Azure Log Analytics Workspace, archived in Azure Storage Accounts, or exported to other security information and event management (SIEM) tools through Azure Event Hubs. For logs collected in a Log Analytics Workspace, you can use the full set of Azure Monitor Logs features, such as a portal query experience, alerting, saved queries, and workbooks.   

 

Find out how to enable Microsoft Graph activity logs, sample queries, and more in our documentation. 

 

Kristopher Bash 

Product Manager, Microsoft Graph 
LinkedIn

 

 

Learn more about Microsoft Entra: 

Updated Apr 16, 2024
Version 2.0

7 Comments

  • RS1's avatar
    RS1
    Copper Contributor

    idspispopd you were right. It took a couple days but the logs have begun to flow. Thanks!

  • idspispopd's avatar
    idspispopd
    Copper Contributor

    rscreaton we ship our logs to Azure Event Hubs, but my experience is that it takes 2-3 days before you start receiving the Graph API logs.

  • rscreaton's avatar
    rscreaton
    Copper Contributor

    Hi krbash - I've enabled these logs per the instructions, but the MicrosoftGraphActivityLogs table in log analytics remains empty. I have a client that has implemented the same and they're not seeing any logs either. There is definitely graph access going on, yet no logs. Is there something we're missing?

  • sporecloud's avatar
    sporecloud
    Copper Contributor

    Not very informative, and not available on any our instances. Please clarify how entry license users can access the Graph logs, and if not, why not.

  • CloudM1's avatar
    CloudM1
    Copper Contributor

    Is this already implemented on Microsoft Defender portal (security.microsoft.com) for Microsoft Defender for Business users?

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Graph activity logs is now generally 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\n

Gain visibility into Microsoft Graph requests in your tenant for security investigations, analytics, and more!

","body":"

We’re excited to announce the general availability of Microsoft Graph activity logs! Microsoft Graph activity logs give you visibility into HTTP requests made to the Microsoft Graph service in your tenant. With rapidly growing security threats and an increasing number of attacks, this log data source allows you to perform security analysis, threat hunting, and monitor application activity in your tenant.  

\n

 

\n

Some common use cases include: 

\n

  

\n\n

 

\n

You’re currently able to collect sign-in logs to analyze authentication activity and audit logs to see changes to important resources. With Microsoft Graph activity logs, you can now investigate the complete picture of activity in your tenant – from token request in sign-in logs, to API request activity (reads, writes, and deletes) in Microsoft Graph activity logs, to ultimate resource changes in audit logs.

\n

 

\n

Figure 1: Microsoft Graph activity logs in Log Analytics.

\n

 

\n

 

\n

We’re delighted to see many of you applying the Microsoft Graph activity logs (Preview) to awesome use cases. As we listened to your feedback on cost concerns, particularly for ingestion to Log Analytics, we’ve also enabled Log Transformation and Basic Log capabilities to help you scope your log ingestion to a smaller set if desired.

\n

 

\n

To illustrate working with these logs, we can look at some basic queries: 
 
Summarize applications and principals that have made requests to change or delete groups in the past day:

\n

 

\n\n\n\n\n\n\n
\n

MicrosoftGraphActivityLogs 

\n

| where TimeGenerated > ago(1d) 

\n

| where RequestUri contains '/group' 

\n

| where RequestMethod != \"GET\" 

\n

| summarize UriCount=dcount(RequestUri) by AppId, UserId, ServicePrincipalId, ResponseStatusCode 

\n
\n

 

\n

See recent requests that failed due to authorization:

\n

 

\n\n\n\n\n\n\n
\n

MicrosoftGraphActivityLogs 

\n

| where TimeGenerated > ago(1h) 

\n

| where ResponseStatusCode == 401 or ResponseStatusCode == 403 

\n

| project AppId, UserId, ServicePrincipalId, ResponseStatusCode, RequestUri, RequestMethod 

\n

| limit 1000 

\n
\n

 

\n

Identify resources queried or modified by potentially risky users:

\n

Note: This query leverages Risky User data from Entra ID Protection.

\n

 

\n\n\n\n\n\n\n
\n

MicrosoftGraphActivityLogs 

\n

| where TimeGenerated > ago(30d) 

\n

| join AADRiskyUsers on $left.UserId == $right.Id 

\n

| extend resourcePath = replace_string(replace_string(replace_regex(tostring(parse_url(RequestUri).Path), @'(\\/)+','/'),'v1.0/',''),'beta/','') 

\n

| summarize RequestCount=dcount(RequestId) by UserId, RiskState, resourcePath,

\n

RequestMethod, ResponseStatusCode 

\n
\n

 

\n

Microsoft Graph activity logs are available through the Azure Monitor Logs integration of Microsoft Entra. Administrators of Microsoft Entra ID P1 or P2 tenants can configure the collection and storage destinations of Microsoft Graph activity logs through the diagnostic setting in the Entra portal. These settings allow you to configure the collection of the logs to a storage destination of your choice. The logs can be stored and queried in an Azure Log Analytics Workspace, archived in Azure Storage Accounts, or exported to other security information and event management (SIEM) tools through Azure Event Hubs. For logs collected in a Log Analytics Workspace, you can use the full set of Azure Monitor Logs features, such as a portal query experience, alerting, saved queries, and workbooks.   

\n

 

\n

Find out how to enable Microsoft Graph activity logs, sample queries, and more in our documentation. 

\n

 

\n

Kristopher Bash 

\n

Product Manager, Microsoft Graph 
LinkedIn

\n

 

\n

 

\n

Learn more about Microsoft Entra: 

\n","body@stringLength":"14140","rawBody":"

We’re excited to announce the general availability of Microsoft Graph activity logs! Microsoft Graph activity logs give you visibility into HTTP requests made to the Microsoft Graph service in your tenant. With rapidly growing security threats and an increasing number of attacks, this log data source allows you to perform security analysis, threat hunting, and monitor application activity in your tenant.  

\n

 

\n

Some common use cases include: 

\n

  

\n\n

 

\n

You’re currently able to collect sign-in logs to analyze authentication activity and audit logs to see changes to important resources. With Microsoft Graph activity logs, you can now investigate the complete picture of activity in your tenant – from token request in sign-in logs, to API request activity (reads, writes, and deletes) in Microsoft Graph activity logs, to ultimate resource changes in audit logs.

\n

 

\n

Figure 1: Microsoft Graph activity logs in Log Analytics.

\n

 

\n

 

\n

We’re delighted to see many of you applying the Microsoft Graph activity logs (Preview) to awesome use cases. As we listened to your feedback on cost concerns, particularly for ingestion to Log Analytics, we’ve also enabled Log Transformation and Basic Log capabilities to help you scope your log ingestion to a smaller set if desired.

\n

 

\n

To illustrate working with these logs, we can look at some basic queries: 
 
Summarize applications and principals that have made requests to change or delete groups in the past day:

\n

 

\n\n\n\n\n\n\n
\n

MicrosoftGraphActivityLogs 

\n

| where TimeGenerated > ago(1d) 

\n

| where RequestUri contains '/group' 

\n

| where RequestMethod != \"GET\" 

\n

| summarize UriCount=dcount(RequestUri) by AppId, UserId, ServicePrincipalId, ResponseStatusCode 

\n
\n

 

\n

See recent requests that failed due to authorization:

\n

 

\n\n\n\n\n\n\n
\n

MicrosoftGraphActivityLogs 

\n

| where TimeGenerated > ago(1h) 

\n

| where ResponseStatusCode == 401 or ResponseStatusCode == 403 

\n

| project AppId, UserId, ServicePrincipalId, ResponseStatusCode, RequestUri, RequestMethod 

\n

| limit 1000 

\n
\n

 

\n

Identify resources queried or modified by potentially risky users:

\n

Note: This query leverages Risky User data from Entra ID Protection.

\n

 

\n\n\n\n\n\n\n
\n

MicrosoftGraphActivityLogs 

\n

| where TimeGenerated > ago(30d) 

\n

| join AADRiskyUsers on $left.UserId == $right.Id 

\n

| extend resourcePath = replace_string(replace_string(replace_regex(tostring(parse_url(RequestUri).Path), @'(\\/)+','/'),'v1.0/',''),'beta/','') 

\n

| summarize RequestCount=dcount(RequestId) by UserId, RiskState, resourcePath,

\n

RequestMethod, ResponseStatusCode 

\n
\n

 

\n

Microsoft Graph activity logs are available through the Azure Monitor Logs integration of Microsoft Entra. Administrators of Microsoft Entra ID P1 or P2 tenants can configure the collection and storage destinations of Microsoft Graph activity logs through the diagnostic setting in the Entra portal. These settings allow you to configure the collection of the logs to a storage destination of your choice. The logs can be stored and queried in an Azure Log Analytics Workspace, archived in Azure Storage Accounts, or exported to other security information and event management (SIEM) tools through Azure Event Hubs. For logs collected in a Log Analytics Workspace, you can use the full set of Azure Monitor Logs features, such as a portal query experience, alerting, saved queries, and workbooks.   

\n

 

\n

Find out how to enable Microsoft Graph activity logs, sample queries, and more in our documentation. 

\n

 

\n

Kristopher Bash 

\n

Product Manager, Microsoft Graph 
LinkedIn

\n

 

\n

 

\n

Learn more about Microsoft Entra: 

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\n

Gain visibility into Microsoft Graph requests in your tenant for security investigations, analytics, and more!

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idspispopd you were right. It took a couple days but the logs have begun to flow. Thanks!

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rscreaton we ship our logs to Azure Event Hubs, but my experience is that it takes 2-3 days before you start receiving the Graph API logs.

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Hi krbash - I've enabled these logs per the instructions, but the MicrosoftGraphActivityLogs table in log analytics remains empty. I have a client that has implemented the same and they're not seeing any logs either. There is definitely graph access going on, yet no logs. Is there something we're missing?

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Not very informative, and not available on any our instances. Please clarify how entry license users can access the Graph logs, and if not, why not.

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Thank you krbash ,
What type of license is required for this feature?

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Is this already implemented on Microsoft Defender portal (security.microsoft.com) for Microsoft Defender for Business users?

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Very interesting, thanks!

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