Synthetic Insider Detection

Projection: Behavioral systems may separate stolen credentials, goal drift, and malicious delegation from legitimate autonomous work. Agent identity and inventory concerns establish the threat surface, but not diagnostic accuracy. Production results need acceptable false-positive rates across all three failure classes; otherwise human alert fatigue defeats the defense.