Robust Single-step Adversarial Training with Regularizer

Lehui Xie, Yaopeng Wang, Jia-Li Yin +1

High cost of training time caused by multi-step adversarial example generation is a major challenge in adversarial training. Previous methods try to reduce the computational burden…