Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy

Ergute Bao, Yizheng Zhu, Xiaokui Xiao, Yin Yang, Beng Chin Ooi, Benjamin Tan, Khin Mi Mi Aung. Skellam Mixture Mechanism: a Novel Approach to Federated Learning with Differential Privacy. PVLDB, 15(11):2348-2360, 2022. [doi]

Abstract

Abstract is missing.