Classifier Guidance Enhances Diffusion-based Adversarial Purification by Preserving Predictive Information

Mingkun Zhang, Jianing Li, Wei Chen +2

Adversarial purification is one of the promising approaches to defend neural networks against adversarial attacks. Recently, methods utilizing diffusion probabilistic models have a…