Defending Diffusion Models Against Membership Inference Attacks via Higher-Order Langevin Dynamics

Benjamin Sterling, Yousef El-Laham, Mónica F. Bugallo

Recent advances in generative artificial intelligence applications have raised new data security concerns. This paper focuses on defending diffusion models against membership infer…