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Distributed IoT Security with Blockchain, Privacy-Preserving Techniques, and Predictive Maintenance Models

This paper proposes a novel blockchain-based framework for distributed IoT security that integrates federated learning, IPFS, and lightweight cryptography to overcome scalability and resource constraints, achieving near-perfect accuracy (99.88%) and robust anomaly detection for real-time predictive maintenance across diverse applications.

Original authors: Haitham A. Mahmoud, Ahmed T. Soliman, Mohammed El-Meligy, Azhar Imran, Abdelaty Edrees Abdelgawad

Published 2026-08-25
📖 1 min read☕ Coffee break read

Original authors: Haitham A. Mahmoud, Ahmed T. Soliman, Mohammed El-Meligy, Azhar Imran, Abdelaty Edrees Abdelgawad

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

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