Improving Robust Fairness via Balance Adversarial Training

Chunyu Sun, Chenye Xu, Chengyuan Yao +5

Adversarial training (AT) methods are effective against adversarial attacks, yet they introduce severe disparity of accuracy and robustness between different classes, known as the…