Robust Concept Erasure in Diffusion Models: A Theoretical Perspective on Security and Robustness

Zixuan Fu, Yan Ren, Finn Carter +5

Diffusion models have achieved unprecedented success in image generation but pose increasing risks in terms of privacy, fairness, and security. A growing demand exists to \emph{era…