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A Distributed Approach Based on Catboost, BlockChain and Edge Computing for IoT Security

In: Reliability in Cyber-Physical Systems: The Human Factor Perspective

Author

Listed:
  • Maryam Douiba

    (Cadi Ayyad University, SISAR Team, LaRTiD Laboratory, Technology Higher School Essaouira)

  • Chaimae Hazman

    (Cadi Ayyad University, SISAR Team, LaRTiD Laboratory, Technology Higher School Essaouira
    Research Team LAMIGE, EMSI-Marrakech)

  • Azidine Guezzaz

    (Cadi Ayyad University, SISAR Team, LaRTiD Laboratory, Technology Higher School Essaouira)

  • Said Benkirane

    (Cadi Ayyad University, SISAR Team, LaRTiD Laboratory, Technology Higher School Essaouira)

  • Mourade Azrour

    (Moulay Ismail University of Meknes, Faculty of Sciences and Techniques)

  • B. J. Bipin Nair

    (Amrita Vishwa Vidyapeetham, Department of Computer Science, Amrita School of Computing)

Abstract

Security has become a significant challenge, especially among the Internet of Things (IoT) that expanded rapidly in addition to generated vast amounts of data. Various connected devices, communication protocols, operating systems and hardware configurations increase the risk of cyber threats, which can compromise data confidentiality, integrity, and availability. Additionally, it makes attack detection more challenging, as cloud computing has to deal with the high latency of IoT applications which can make real-time processing difficult. Edge computing is the solution that solves these problems by processing data at local nodes and improving quality of service (QoS). As a result, real-time protection by integrating artificial intelligence (AI) and BlockChain technologies is essential to strengthening security because AI enhances attack detection through learning from data patterns. At the same time, BlockChain secures data exchanges and ensures integrity in a decentralized manner. In this context, we propose a distributed approach forsecuring IoT using BlockChain and Catboost in Edge computing; we explore how AI and BlockChain can secure IoT services in distributed Edge Computing.

Suggested Citation

  • Maryam Douiba & Chaimae Hazman & Azidine Guezzaz & Said Benkirane & Mourade Azrour & B. J. Bipin Nair, 2026. "A Distributed Approach Based on Catboost, BlockChain and Edge Computing for IoT Security," Springer Series in Reliability Engineering, in: Gururaj H. L. & Vinayakumar Ravi & Hoang Pham & Dayananda P. (ed.), Reliability in Cyber-Physical Systems: The Human Factor Perspective, pages 83-91, Springer.
    • Handle: RePEc:spr:ssrchp:978-3-032-09917-4_5
    DOI: 10.1007/978-3-032-09917-4_5
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