Cascade Adversarial Machine Learning Regularized with a Unified Embedding

Taesik Na, Jong Hwan Ko, Saibal Mukhopadhyay

Injecting adversarial examples during training, known as adversarial training, can improve robustness against one-step attacks, but not for unknown iterative attacks. To address th…