Clean Attacks Bypass Security via Valid Actions

Clean attacks are syntactically valid inputs that misguide AI agents while appearing legitimate at every step. Traditional anomaly detection fails because attackers use valid credentials, approved API interactions, and trusted workflows. Security must shift from anomaly-centric to behavior-centric monitoring, focusing on intent and behavioral sequencing.