Adaptive Diffusion Freezing: Privacy-preserving Diffusion Models Against Membership Inference Attacks

Jialu Guo, Xiao Han, Junjie Wu

Diffusion models have achieved remarkable success in generative tasks across various areas, however their training process raises significant privacy concerns, particularly under m…