O365 OAuth App Mailbox Access via EWS

Original Source: [splunk source]
Name:O365 OAuth App Mailbox Access via EWS
id:e600cf1a-0bef-4426-b42e-00176d610a4d
version:4
date:2024-09-30
author:Mauricio Velazco, Splunk
status:production
type:TTP
Description:The following analytic detects when emails are accessed in Office 365 Exchange via Exchange Web Services (EWS) using OAuth-authenticated applications. It leverages the ClientInfoString field to identify EWS interactions and aggregates metrics such as access counts, timing, and client IP addresses, categorized by user, ClientAppId, OperationCount, and AppId. Monitoring OAuth applications accessing emails through EWS is crucial for identifying potential abuse or unauthorized data access. If confirmed malicious, this activity could lead to unauthorized email access, data exfiltration, or further compromise of sensitive information.
Data_source:
  • -O365 MailItemsAccessed
search:`o365_management_activity` Workload=Exchange Operation=MailItemsAccessed AppId=* ClientAppId=*
| regex ClientInfoString="^Client=WebServices;ExchangeWebServices"
| stats count earliest(_time) as firstTime latest(_time) as lastTime values(ClientIPAddress) as src_ip by user ClientAppId OperationCount AppId ClientInfoString
| `security_content_ctime(firstTime)`
| `security_content_ctime(lastTime)`
| `o365_oauth_app_mailbox_access_via_ews_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 src_ip to add trusted sources to an allow list.
References:
  -https://attack.mitre.org/techniques/T1114/002/
  -https://www.microsoft.com/en-us/security/blog/2024/01/25/midnight-blizzard-guidance-for-responders-on-nation-state-attack/
  -https://learn.microsoft.com/en-us/exchange/client-developer/exchange-web-services/ews-applications-and-the-exchange-architecture
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 ("$user$") starthoursago=168 | 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:'$info_min_time$'
latest_offset:'$info_max_time$'
tags:
  analytic_story:
    - 'Office 365 Collection Techniques'
    - 'NOBELIUM Group'
  asset_type:O365 Tenant
  confidence:60
  impact:70
  message:An OAuth application identified with id $ClientAppId$ accesed mailboxes through the Graph API.
  mitre_attack_id:
    - 'T1114.002'
  observable:
    name:'user'
    type:'User'
    - role:
      - 'Victim'
  product:
    - 'Splunk Enterprise'
    - 'Splunk Enterprise Security'
    - 'Splunk Cloud'
  required_fields:
    - '_time'
    - 'Workload'
    - 'Operation'
    - 'AppId'
    - 'ClientAppId'
    - 'OperationCount'
  risk_score:42
  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_ews_mailbox_access/o365_oauth_app_ews_mailbox_access.log
  sourcetype: o365:management:activity
  source: o365
manual_test:None