Mengyao Ma

Practical Poisoning Attacks with Limited Byzantine Clients in Clustered Federated Learning

2025

The presence of non-independent and identically distributed (non-IID) data among clients poses a critical challenge to the deployment of Federated Learning (FL) in practice. In response, state-of-the-art solutions known as Clustered Federated Learning (CFL) schemes, …