Towards Fair Class-wise Robustness: Class Optimal Distribution Adversarial Training

Hongxin Zhi, Hongtao Yu, Shaome Li +2

Adversarial training has proven to be a highly effective method for improving the robustness of deep neural networks against adversarial attacks. Nonetheless, it has been observed…