Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness

Tianyu Pang, Kun Xu, Yinpeng Dong +3

Previous work shows that adversarially robust generalization requires larger sample complexity, and the same dataset, e.g., CIFAR-10, which enables good standard accuracy may not s…