The Impact of Differential Privacy on Group Disparity Mitigation

Victor Petrén Bach Hansen, Atula Tejaswi Neerkaje, Ramit Sawhney +2

The performance cost of differential privacy has, for some applications, been shown to be higher for minority groups; fairness, conversely, has been shown to disproportionally comp…