Elastic low stable eql

Rare User Logon

A machine learning job found an unusual user name in the authentication logs. An unusual user name is one way of detecting credentialed access by means of a new or dormant user account. An inactive user account (because the user has left the organization) that becomes active may be due to credentialed access using a compromised account password. Threat actors will sometimes also create new users as a means of persisting in a compromised web application.

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Detection Logic

False Positives

  • User accounts that are rarely active, such as a site reliability engineer (SRE) or developer logging into a production server for troubleshooting, may trigger this alert. Under some conditions, a newly created user account may briefly trigger this alert while the model is learning.

Field Validations

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