Towards Understanding the Regularization of Adversarial Robustness on Neural Networks

Yuxin Wen, Shuai Li, Kui Jia

Abstract: The problem of adversarial examples has shown that modern Neural Network (NN) models could be rather fragile. Among the more established techniques to solve the problem, one is to require the model...