Purifying Adversarial Perturbation with Adversarially Trained Auto-encoders

Hebi Li, Qi Xiao, Shixin Tian +1

Machine learning models are vulnerable to adversarial examples. Iterative adversarial training has shown promising results against strong white-box attacks. However, adversarial tr…