Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness

Yiquan Li, Zhongzhu Chen, Kun Jin +3

Diffusion Purification, purifying noised images with diffusion models, has been widely used for enhancing certified robustness via randomized smoothing. However, existing framework…