Understanding the Error in Evaluating Adversarial Robustness

Pengfei Xia, Ziqiang Li, Hongjing Niu +1

Deep neural networks are easily misled by adversarial examples. Although lots of defense methods are proposed, many of them are demonstrated to lose effectiveness when against prop…