MimicDiffusion: Purifying Adversarial Perturbation via Mimicking Clean Diffusion Model

Kaiyu Song, Hanjiang Lai

Deep neural networks (DNNs) are vulnerable to adversarial perturbation, where an imperceptible perturbation is added to the image that can fool the DNNs. Diffusion-based adversaria…