Manikandan

Hybrid LSTM-GNN-Driven Blockchain Framework for Secure IoT Device Authentication and Predictive Data Intelligence

This study proposes a hybrid LSTM-GNN-driven blockchain framework for secure IoT device authentication and predictive data intelligence. The framework integrates a Long Short-Term Memory (LSTM) network for temporal anomaly detection, a Graph Neural Network (GNN) for structural anomaly detection, and a blockchain-based...