This interactive peer-to-peer discussion will explore the security risks specific to AI systems. Data, models, agents, and third-party components: where are the most concerning vulnerabilities? Participants will share their testing and monitoring practices, as well as the challenges they’ve faced in securing systems whose behavior is not always predictable.