Revisiting the Relationship between Adversarial and Clean Training: Why Clean Training Can Make Adversarial Training Better

MingWei Zhou, Xiaobing Pei

Adversarial training (AT) is an effective technique for enhancing adversarial robustness, but it usually comes at the cost of a decline in generalization ability. Recent studies ha…