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Hafida Bouarfa

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Aug 2026

Lightweight and secure federated learning in IoT – A decentralized client selection approach

Results demonstrate the practicality of integrating predictive intelligence and decentralized coordination for scalable and secure FL, and avoids overloading any single node and ensures fault-tolerant, adaptive selection through continuous monitoring and helper-assisted data gathering.

Mohamed Aiche, Samir Ouchani, Hafida Bouarfa · 0 citations