User and Entity Behavior Analytics (UEBA)

UEBA systems establish baselines of normal behavior for users and entities, detecting deviations that might indicate compromise or insider threats. These systems must account for legitimate behavior changes due to role changes, project cycles, or business seasonality. Peer group analysis helps distinguish individual anomalies from group-wide changes.

Privacy considerations become paramount when monitoring user behavior. Systems must balance security needs with employee privacy rights, ensuring monitoring focuses on security-relevant activities rather than general surveillance. Clear policies and transparency about monitoring practices help maintain trust while protecting organizational assets.