Feature Statistics with Uncertainty Help Adversarial Robustness

Ran Wang, Xinlei Zhou, Meng Hu +3

Despite the remarkable success of deep neural networks (DNNs), the security threat of adversarial attacks poses a significant challenge to the reliability of DNNs. In this paper, b…