FedTA: Locally-Differential Federated Learning with Top-k Mechanism and Adam Optimization

Yuting Li, Guojun Wang, Tao Peng 0011, Guanghui Feng. FedTA: Locally-Differential Federated Learning with Top-k Mechanism and Adam Optimization. In Guojun Wang 0001, Kim-Kwang Raymond Choo, Jie Wu 0001, Ernesto Damiani, editors, Ubiquitous Security - Second International Conference, UbiSec 2022, Zhangjiajie, China, December 28-31, 2022, Revised Selected Papers. Volume 1768 of Communications in Computer and Information Science, pages 380-391, Springer, 2022. [doi]

Abstract

Abstract is missing.