Improving Transformation-based Defenses against Adversarial Examples with First-order Perturbations

Haimin Zhang, Min Xu

Deep neural networks have been successfully applied in various machine learning tasks. However, studies show that neural networks are susceptible to adversarial attacks. This expos…