Demystifying Adversarial Robustness in Diffusion Models: Compression, Randomness, and Geometry

Liu Yuezhang, Xue-Xin Wei

Recent studies suggest that diffusion models significantly improve the empirical adversarial robustness of deep neural network models. While intuitive explanations have been propos…