Detecting Adversarial Samples for Deep Neural Networks through Mutation Testing

Jingyi Wang, Jun Sun, Peixin Zhang +1

Recently, it has been shown that deep neural networks (DNN) are subject to attacks through adversarial samples. Adversarial samples are often crafted through adversarial perturbati…