Microsoft 365 Cloud App Security: Unusual Large Volume of File Deletion

Alerts when Microsoft 365 threat telemetry shows a user successfully deleting an unusually large number of files.

FreeReviewedSigma · Medium · v4
Product
m365
Service
threat_management
Author
austinsonger (SigmaHQ), DRL 1.1
Published
2021-08-19
Updated
2026-07-31
title: "Microsoft 365 Cloud App Security: Unusual Large Volume of File Deletion"
id: c144460f-42da-4f07-8f15-a43afff380f1
status: test
description: This rule flags cases where Microsoft Cloud App Security reports a successful event indicating a user deleted an unusually large volume of files. Attackers may attempt to disrupt services or destroy data, and high-volume deletions are a common impact pattern worth investigating. The detection relies on threat management telemetry from Microsoft 365 identifying the specific event source, event name, and successful status.
references:
  - https://learn.microsoft.com/en-us/defender-cloud-apps/anomaly-detection-policy
  - https://learn.microsoft.com/en-us/defender-cloud-apps/policy-template-reference
  - https://github.com/SigmaHQ/sigma/blob/master/rules/cloud/m365/threat_management/microsoft365_unusual_volume_of_file_deletion.yml
author: austinsonger, Huntrule Team
date: 2021-08-19
modified: 2022-10-09
tags:
  - attack.impact
  - attack.t1485
logsource:
  service: threat_management
  product: m365
detection:
  selection:
    eventSource: SecurityComplianceCenter
    eventName: Unusual volume of file deletion
    status: success
  condition: selection
falsepositives:
  - Unknown
level: medium
license: DRL-1.1
related:
  - id: 78a34b67-3c39-4886-8fb4-61c46dc18ecd
    type: derived