Xiaojun Chen*

CipherDM: Secure Three-Party Inference for Diffusion Model Sampling

"Diffusion Models (DMs) achieve state-of-the-art synthesis results in image generation and have been applied to various fields. However, DMs sometimes seriously violate user privacy during usage, making the protection of privacy an urgent issue. Using traditional privacy computing schemes like Secur…