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Université Echahid Hamma Lakhdar d’El OuedPortail de la recherche
Communication

Blockchain Sharding based Federated Learning Empowered with NFT-based Privacy-Preserving Model Sharing

Rofaida Khemaissia✉, Makhlouf Derdour, Ala Djeddai

Résumé

Federated learning is a promising approach that omits the central learning of the collected data through allowing the participating nodes to learn locally their model, and eventually the submitted updates are aggregated to obtain a global trained model. The main goal of this process is maintaining the participant data privacy. Blockchain is supported by lots of federated learning applications in o...

Détails

Langue originaleEnglish
Revue2024 6th International Conference on Pattern Analysis and Intelligent Systems (PAIS)
Numéro d’article10541291
Pages1-8
DOI10.1109/pais62114.2024.10541291
Statut de publicationPublié — 2024