Defensive Sufficiency in a Stackelberg Model of AI Security

Subhabrata Majumdar, Rajlakshmi Chavan

Feedback from automated testing, human red teaming, and incident response can strengthen an AI system's defenses when discovered failures lead to effective repairs. We study when t…