S2O: Enhancing Adversarial Training with Second-Order Statistics of Weights

Gaojie Jin, Xinping Yi, Wei Huang +2

Adversarial training has emerged as a highly effective way to improve the robustness of deep neural networks (DNNs). It is typically conceptualized as a min-max optimization proble…