CAP-GAN: Towards Adversarial Robustness with Cycle-consistent Attentional Purification

Mingu Kang, Trung Quang Tran, Seungju Cho +1

Adversarial attack is aimed at fooling the target classifier with imperceptible perturbation. Adversarial examples, which are carefully crafted with a malicious purpose, can lead t…