Unusual Windows Path Activity

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Identifies processes started from atypical folders in the file system, which may indicate malware execution or persistence mechanisms. In corporate Windows environments, software installation is centrally managed and it is unusual for programs to be executed from user or temporary directories. Processes executed from these locations can denote that a user downloaded software directly from the Internet or a malicious script or macro executed malware.

Rule type: machine_learning

Machine learning job: windows_anomalous_path_activity_ecs

Machine learning anomaly threshold: 50

Severity: low

Risk score: 21

Runs every: 15 minutes

Searches indices from: now-45m (Date Math format, see also Additional look-back time)

Maximum signals per execution: 100

References:

Tags:

  • Elastic
  • ML
  • Windows

Version: 1

Added (Elastic Stack release): 7.7.0

Potential false positives

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A new and unusual program or artifact download in the course of software upgrades, debugging, or troubleshooting could trigger this signal. Users downloading and running programs from unusual locations, such as temporary directories, browser caches, or profile paths could trigger this signal.