Achieving Byzantine-Resilient Federated Learning via Layer-Adaptive Sparsified Model Aggregation

Jiahao Xu, Zikai Zhang, Rui Hu

Federated Learning (FL) enables multiple clients to collaboratively train a model without sharing their local data. Yet the FL system is vulnerable to well-designed Byzantine attac…