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A Secure Framework for IoT Applications Using Blockchain and Artificial Intelligence

Author

Listed:
  • Tina Yadav

    (Deptt. of Computer Science & Engineering, R.D Engineering College Ghaziabad Uttar Pradesh India)

  • Ravindra Chauhan

    (Deptt. of Computer Science & Engineering, R.D Engineering College Ghaziabad Uttar Pradesh India)

Abstract

This research addresses key security and privacy challenges in IoT by proposing a multi-layered security framework. It includes formal verification of IoT protocols using the Scyther tool for secure communication, a hybrid intrusion detection system using LSTM and Deep Reinforcement Learning, and an ensemble model combining CNNs with a Quantum Neural Network to improve detection accuracy. Additionally, a blockchain-based system with Improved PCA and a GRU–Deep Belief Network classifier enhances accuracy and reduces false positives. Experiments demonstrate strong performance, with detection accuracy up to 97.26% and improved reliability through blockchain integration.

Suggested Citation

  • Tina Yadav & Ravindra Chauhan, 2025. "A Secure Framework for IoT Applications Using Blockchain and Artificial Intelligence," International Journal of Latest Technology in Engineering, Management & Applied Science, International Journal of Latest Technology in Engineering, Management & Applied Science (IJLTEMAS), vol. 14(7), pages 401-404, July.
    • Handle: RePEc:bjb:journl:v:14:y:2025:i:7:p:401-404
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