Aug 2026
BELS-IoT: A Blockchain-Integrated Ensemble Learning Framework for Secure and Trustworthy IoT Device Protection
BELS-IoT is proposed, a novel decentralized protection architecture that integrates a cryptocurrency-based blockchain layer with a multi-layer ensemble learning engine that rewards honest behavior and penalizes malicious activities while maintaining privacy through federated learning with blockchain-verified reputation scores.
Anwar Kalghoum, Leila Azouz Saidane
· SN Computer Science · 0 citations