Overfitting or Underfitting? Understand Robustness Drop in Adversarial Training

Zichao Li, Liyuan Liu, Chengyu Dong +1

Our goal is to understand why the robustness drops after conducting adversarial training for too long. Although this phenomenon is commonly explained as overfitting, our analysis s…