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Abstract: Adversarial purification refers to a class of defense methods that remove adversarial perturbations using a generative model. These methods do not make assumptions on the form of attack and ...

WaveDiff is a novel wavelet-based diffusion scheme that employs low-and-high frequency components of wavelet subbands from both image and feature levels. These are adaptively implemented to accelerate ...