Understanding Adversarial Robustness from Feature Maps of Convolutional Layers

Cong Xu, Wei Zhang, Jun Wang +1

The adversarial robustness of a neural network mainly relies on two factors: model capacity and anti-perturbation ability. In this paper, we study the anti-perturbation ability of…