Detection rules › Splunk
O365 OAuth App Mailbox Access via EWS
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.
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.
MITRE ATT&CK coverage
| Tactic | Techniques |
|---|---|
| Collection |
Telemetry coverage
| Platform | Record / event type |
|---|---|
| Microsoft 365 | MailItemsAccessed |
Rules detecting the same action
These rules filter on the same operation.
Rule body
name: O365 OAuth App Mailbox Access via EWS
id: e600cf1a-0bef-4426-b42e-00176d610a4d
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 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"
| 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 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
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
Stages and Predicates
Stage 1: search
`o365_management_activity` Workload=Exchange Operation=MailItemsAccessed AppId=* ClientAppId=*
Stage 2: regex
| regex ClientInfoString="^Client=WebServices;ExchangeWebServices"
Stage 3: fillnull
| fillnull
Stage 4: 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 ClientInfoString
Stage 5: search
| `security_content_ctime(firstTime)`
Stage 6: search
| `security_content_ctime(lastTime)`
Stage 7: search
| `o365_oauth_app_mailbox_access_via_ews_filter`
Indicators
These rows show field, operator, and value matches.
| Field | Kind | Values | Search |
|---|---|---|---|
AppId | eq |
| field:"AppId" kind:eq value:"*" |
ClientAppId | eq |
| field:"ClientAppId" kind:eq value:"*" |
ClientInfoString | regex_match |
| field:"m365::ClientInfoString" kind:regex_match |
Operation | eq |
| field:"Operation" kind:eq value:"MailItemsAccessed" |
Workload | eq |
| field:"Workload" kind:eq value:"Exchange" |
sourcetype | eq |
| field:"sourcetype" kind:eq value:"o365:management:activity" |