AI RESEARCH
Dynamic Free-Rider Detection in Federated Learning via Simulated Attack Patterns
arXiv CS.LG
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ArXi:2604.04611v1 Announce Type: new Federated learning (FL) enables multiple clients to collaboratively train a global model by aggregating local updates without sharing private data. However, FL often faces the challenge of free-riders, clients who submit fake model parameters without performing actual