Amata: An Annealing Mechanism for Adversarial Training Acceleration

Nanyang Ye, Qianxiao Li, Xiao-Yun Zhou +1

Despite the empirical success in various domains, it has been revealed that deep neural networks are vulnerable to maliciously perturbed input data that much degrade their performa…