Learn to protect your generative AI applications from critical cybersecurity threats through the STOIC framework in this 45-minute conference talk. Discover how to identify and defend against the five most dangerous risks facing AI systems: Stolen, Tricked, Obstructed, Infected, and Compromised scenarios. Master techniques for hardening your systems and securing your model pipeline while implementing effective AI governance strategies. Gain practical insights into mitigating AI-specific security vulnerabilities and maintaining agility in an rapidly evolving threat landscape. Explore comprehensive approaches to safeguarding generative AI applications across industries and understand how to build robust defenses against sophisticated attacks targeting machine learning systems.