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جامعة الشهيد حمه لخضر — الواديبوابة البحث العلمي
ورقة مؤتمر

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

Rofaida Khemaissia✉، Makhlouf Derdour، Ala Djeddai

الملخّص

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...

التفاصيل

اللغة الأصليةEnglish
المجلّة2024 6th International Conference on Pattern Analysis and Intelligent Systems (PAIS)
رقم المقال10541291
الصفحات1-8
DOI10.1109/pais62114.2024.10541291
حالة النشرمنشور — 2024