Do Fairness Interventions Come at the Cost of Privacy: Evaluations for Binary Classifiers

Huan Tian, Guangsheng Zhang, Bo Liu +3

While in-processing fairness approaches show promise in mitigating biased predictions, their potential impact on privacy leakage remains under-explored. We aim to address this gap…