A Blockchain‑Based Trusted Federated Learning Architecture: Overview, Progress, and Future Directions
This article presents a comprehensive overview of blockchain‑enabled trusted federated learning, covering privacy computing fundamentals, legal standards, technical classifications, real‑world use cases, the CMFL decentralized framework with committee consensus, experimental results, and future research opportunities.