Fairness-aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models

Zhibo Wang, Xiaowei Dong, Henry Xue +4

Prioritizing fairness is of central importance in artificial intelligence (AI) systems, especially for those societal applications, e.g., hiring systems should recommend applicants…