Technical Report: On the Convergence of Gossip Learning in the Presence of Node Inaccessibility

no code implementations • 17 Jan 2024 • Tian Liu, Yue Cui, Xueyang Hu, Yecheng Xu, Bo Liu

In this paper, we formulate and investigate the impact of inaccessible nodes to GL under a dynamic network topology.

Federated Learning

Technical Report: Assisting Backdoor Federated Learning with Whole Population Knowledge Alignment

no code implementations • 25 Jul 2022 • Tian Liu, Xueyang Hu, Tao Shu

Single-shot backdoor attack achieves high accuracy on both the main task and backdoor sub-task when injected at the FL model convergence.

Backdoor Attack Federated Learning +1