Blockchain-Enabled Federated Learning

This chapter presents a comprehensive taxonomy of blockchain-enabled federated learning (BCFL) systems, analyzing coordination structures, consensus mechanisms, storage architectures, and trust models to demonstrate how specialized protocols can enable trustless collaborative machine learning across diverse domains.

August 2025 · Murtaza Rangwala, KR Venugopal, Rajkumar Buyya