APE-GAN: Adversarial Perturbation Elimination with GAN

Shiwei Shen, Guoqing Jin, Ke Gao +1

Although neural networks could achieve state-of-the-art performance while recongnizing images, they often suffer a tremendous defeat from adversarial examples--inputs generated by…