Certified Distributional Robustness on Smoothed Classifiers

Jungang Yang, Liyao Xiang, Ruidong Chen +3

The robustness of deep neural networks (DNNs) against adversarial example attacks has raised wide attention. For smoothed classifiers, we propose the worst-case adversarial loss ov…