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#graph neural networks Open access Sep 2026

An energy-aware federated intelligence framework for sustainable WSN-IoT ecosystems

The proposed framework, EcoSense-AI, combines Energy-Weighted Federated Learning, Adaptive Differential Privacy, Energy-Aware Graph Neural Network-based topology modeling, and multi-objective resource optimization to facilitate secure, efficient, and adaptive edge-cloud collaborative intelligence for sustainable WSN-Io...

G. Elumalai, Dhanalakshmi Gopal, Jayaprakash Chinnadurai et al. · 0 citations

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