Feature compression is the root cause of adversarial fragility in neural network classifiers

Jingchao Gao, Ziqing Lu, Raghu Mudumbai +6

In this paper, we uniquely study the adversarial robustness of deep neural networks (NN) for classification tasks against that of optimal classifiers. We look at the smallest magni…