Improving Adversarial Robustness by Contrastive Guided Diffusion Process

Yidong Ouyang, Liyan Xie, Guang Cheng

Synthetic data generation has become an emerging tool to help improve the adversarial robustness in classification tasks since robust learning requires a significantly larger amoun…