Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples

Dongyoon Yang, Insung Kong, Yongdai Kim

Abstract: Adversarial training, which is to enhance robustness against adversarial attacks, has received much attention because it is easy to generate human-imperceptible perturbations of data to deceive a g...