A Unified Gradient Regularization Family for Adversarial Examples

Chunchuan Lyu, Kaizhu Huang, Hai-Ning Liang

Adversarial examples are augmented data points generated by imperceptible perturbation of input samples. They have recently drawn much attention with the machine learning and data…