Defending Diffusion Models Against Membership Inference Attacks via Higher-Order Langevin Dynamics
arXiv:2509.14225v3 Announce Type: replace-cross
Abstract: Recent advances in generative artificial intelligence applications have raised new data security concerns. This paper focuses on defending diffusion models against membership inference attacks….