Detection rules › Splunk

O365 OAuth App Mailbox Access via Graph API

Status
production
Severity
medium
Group by
AppId, ClientAppId, OperationCount, aws::recipientAccountId, dest, signature, user, vendor_product
Author
Mauricio Velazco, Splunk
Source
github.com/splunk/security_content

The following analytic detects when emails are accessed in Office 365 Exchange via the Microsoft Graph API using the client ID '00000003-0000-0000-c000-000000000000'. It leverages the 'MailItemsAccessed' operation within the Exchange workload, focusing on OAuth-authenticated applications. This activity is significant as unauthorized access to emails can lead to data breaches and information theft. If confirmed malicious, attackers could exfiltrate sensitive information, compromise user accounts, and further infiltrate the organization's network.

MITRE ATT&CK coverage

Rules detecting the same action

Other rules on this platform that filter on the same API call or operation.

Rule body splunk

name: O365 OAuth App Mailbox Access via Graph API
id: 9db0d5b0-4058-4cb7-baaf-77d8143539a2
version: 11
creation_date: '2024-02-14'
modification_date: '2026-05-13'
author: Mauricio Velazco, Splunk
status: production
type: TTP
description: The following analytic detects when emails are accessed in Office 365 Exchange via the Microsoft Graph API using the client ID '00000003-0000-0000-c000-000000000000'. It leverages the 'MailItemsAccessed' operation within the Exchange workload, focusing on OAuth-authenticated applications. This activity is significant as unauthorized access to emails can lead to data breaches and information theft. If confirmed malicious, attackers could exfiltrate sensitive information, compromise user accounts, and further infiltrate the organization's network.
data_source:
    - O365 MailItemsAccessed
search: |-
    `o365_management_activity` Workload=Exchange Operation=MailItemsAccessed AppId=* AppId=00000003-0000-0000-c000-000000000000
      | fillnull
      | stats count earliest(_time) as firstTime latest(_time) as lastTime values(ClientIPAddress) as src
        BY user ClientAppId OperationCount
           AppId vendor_account vendor_product
           dest signature
      | `security_content_ctime(firstTime)`
      | `security_content_ctime(lastTime)`
      | `o365_oauth_app_mailbox_access_via_graph_api_filter`
how_to_implement: You must install the Splunk Microsoft Office 365 Add-on and ingest Office 365 management activity events.
known_false_positives: OAuth applications may access mailboxes for legitimate purposes, you can use the ClientAppId to add trusted applications to an allow list.
references:
    - https://attack.mitre.org/techniques/T1114/002/
    - https://learn.microsoft.com/en-us/troubleshoot/azure/active-directory/verify-first-party-apps-sign-in
    - https://learn.microsoft.com/en-us/graph/permissions-reference
drilldown_searches:
    - name: View the detection results for - "$user$"
      search: '%original_detection_search% | search  user = "$user$"'
      earliest_offset: $info_min_time$
      latest_offset: $info_max_time$
    - name: View risk events for the last 7 days for - "$user$"
      search: '| from datamodel Risk.All_Risk | search normalized_risk_object IN ("$user$") | stats count min(_time) as firstTime max(_time) as lastTime values(search_name) as "Search Name" values(risk_message) as "Risk Message" values(analyticstories) as "Analytic Stories" values(annotations._all) as "Annotations" values(annotations.mitre_attack.mitre_tactic) as "ATT&CK Tactics" by normalized_risk_object | `security_content_ctime(firstTime)` | `security_content_ctime(lastTime)`'
      earliest_offset: 7d
      latest_offset: "0"
finding:
    title: An OAuth application identified with id $ClientAppId$ accesed mailboxes through the Graph API.
    entity:
        field: user
        type: user
        score: 50
analytic_story:
    - Office 365 Collection Techniques
    - NOBELIUM Group
asset_type: O365 Tenant
mitre_attack_id:
    - T1114.002
product:
    - Splunk Enterprise
    - Splunk Enterprise Security
    - Splunk Cloud
category: cloud
security_domain: threat
tests:
    - name: True Positive Test
      attack_data:
        - data: https://media.githubusercontent.com/media/splunk/attack_data/master/datasets/attack_techniques/T1114.002/o365_oauth_app_graph_mailbox_access/o365_oauth_app_graph_mailbox_access.log
          sourcetype: o365:management:activity
          source: o365
      test_type: unit

Stages and Predicates

Stage 1: search

`o365_management_activity` Workload=Exchange Operation=MailItemsAccessed AppId=* AppId=00000003-0000-0000-c000-000000000000

Stage 2: fillnull

| fillnull

Stage 3: stats

| stats count earliest(_time) as firstTime latest(_time) as lastTime values(ClientIPAddress) as src
    BY user ClientAppId OperationCount
       AppId vendor_account vendor_product
       dest signature

Stage 4: search

| `security_content_ctime(firstTime)`

Stage 5: search

| `security_content_ctime(lastTime)`

Stage 6: search

| `o365_oauth_app_mailbox_access_via_graph_api_filter`

Indicators

Each row is a field, operator, and value that the rule matches. The corpus column counts how many other rules in the catalog look for the same combination: high numbers point to widely-used, community-vetted indicators. Blank or 1 shows that the indicator is specific to this rule.

FieldKindValues
AppIdeq
  • *
  • 00000003-0000-0000-c000-000000000000
Operationeq
  • MailItemsAccessed
Workloadeq
  • Exchange
sourcetypeeq
  • o365:management:activity