Fake or Compromised? Making Sense of Malicious Clients in Federated Learning

Hamid Mozaffari, Sunav Choudhary, Amir Houmansadr

Federated learning (FL) is a distributed machine learning paradigm that enables training models on decentralized data. The field of FL security against poisoning attacks is plagued…