Differentiable Search of Accurate and Robust Architectures

Yuwei Ou, Xiangning Xie, Shangce Gao +3

Deep neural networks (DNNs) are found to be vulnerable to adversarial attacks, and various methods have been proposed for the defense. Among these methods, adversarial training has…