Improving Adversarial Robustness Through the Contrastive-Guided Diffusion Process

Yidong Ouyang, Liyan Xie, Guang Cheng

Abstract: Synthetic data generation has become an emerging tool to help improve the adversarial robustness in classification tasks, since robust learning requires a significantly larger amount of training sa...