A Spectral Perspective towards Understanding and Improving Adversarial Robustness

Binxiao Huang, Rui Lin, Chaofan Tao +1

Deep neural networks (DNNs) are incredibly vulnerable to crafted, imperceptible adversarial perturbations. While adversarial training (AT) has proven to be an effective defense app…