Is Diffusion Model Safe? Severe Data Leakage via Gradient-Guided Diffusion Model

Jiayang Meng, Tao Huang, Hong Chen +1

Gradient leakage has been identified as a potential source of privacy breaches in modern image processing systems, where the adversary can completely reconstruct the training image…