Minimax Optimal Two-Sample Testing under Local Differential Privacy

Jongmin Mun, Seungwoo Kwak, Ilmun Kim

We explore the trade-off between privacy and statistical utility in private two-sample testing under local differential privacy (LDP) for both multinomial and continuous data. We b…