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B. Sakthivel

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Open access Sep 2026

Enhanced anomaly detection in IoT networks via feature fusion and learning-based echo state networks

A hybrid deep learning (DL)-based anomaly detection model is presented for IoT cybersecurity that achieves superior performance in terms of accuracy, precision, recall, and F1-score compared to conventional DL techniques.

P. Palpandi, B. Sakthivel, M. Ponnrajakumari et al. · 0 citations

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