RobustFair: Adversarial Evaluation through Fairness Confusion Directed Gradient Search

Xuran Li, Peng Wu, Kaixiang Dong +2

Deep neural networks (DNNs) often face challenges due to their vulnerability to various adversarial perturbations, including false perturbations that undermine prediction accuracy…