Shielding Collaborative Learning: Mitigating Poisoning Attacks through Client-Side Detection

Lingchen Zhao, Shengshan Hu, Qian Wang +4

Collaborative learning allows multiple clients to train a joint model without sharing their data with each other. Each client performs training locally and then submits the model u…