Exploring Adversarial Examples and Adversarial Robustness of Convolutional Neural Networks by Mutual Information

Jiebao Zhang, Wenhua Qian, Rencan Nie +2

A counter-intuitive property of convolutional neural networks (CNNs) is their inherent susceptibility to adversarial examples, which severely hinders the application of CNNs in sec…