FARMUR: Fair Adversarial Retraining to Mitigate Unfairness in Robustness

no code implementations • ADBIS 2023 2023 • Seyed Ali Mousavi, Hamid Mousavi2, Masoud Daneshtalab

Finally, we proposed a fair adversarial retraining method (FARMUR) to mitigate unfairness in robustness that retrains the DNN models based on vulnerable and robust sub-partitions.

Decision Making Fairness