Understanding the Impact of Adversarial Robustness on Accuracy Disparity

Yuzheng Hu, Fan Wu, Hongyang Zhang +1

While it has long been empirically observed that adversarial robustness may be at odds with standard accuracy and may have further disparate impacts on different classes, it remain…