MLOps Under Attack: Threat Modeling Modern AI Systems

Explore a comprehensive conference talk from Nullcon Goa 2025 where Sandeep Singh delves into the security vulnerabilities of modern AI systems through threat modeling approaches. Learn about the potential attack vectors in Machine Learning Operations (MLOps) pipelines, understand how adversaries can compromise AI systems, and discover defensive strategies to protect AI infrastructure. This 42-minute presentation provides valuable insights for security professionals, AI engineers, and organizations implementing machine learning solutions who need to safeguard their AI assets against emerging threats.