Robust Regularization with Adversarial Labelling of Perturbed Samples

Xiaohui Guo, Richong Zhang, Yaowei Zheng +1

Recent researches have suggested that the predictive accuracy of neural network may contend with its adversarial robustness. This presents challenges in designing effective regular…