
The authors explore the integration of blockchain technology into federated learning systems to address challenges such as security and scalability. Blockchain enhances transparency, trust, and security in the FL process.


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Blockchain-Empowered-Federated-Learning-Benefits-Challenges-and-Solutions


Blockchain-Empowered Federated Learning: Benefits, Challenges, and Solutions


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The author proposes a secure and reliable federated learning system based on blockchain to defend against malicious behaviors, demonstrating robustness through empirical analyses.


defending-against-poisoning-attacks-in-federated-learning-with-blockchain


Defending Against Poisoning Attacks in Federated Learning with Blockchain



Blockchain integration enhances security, fairness, and scalability in Federated Learning systems.


blockchain-empowered-federated-learning-benefits-challenges-and-solutions


Blockchain-empowered Federated Learning: Benefits, Challenges, and Solutions
