Ahakonye Love Allen Chijioke, Nwakanma Cosmas Ifeanyi, Kim Dong-Seong
ICT-Convergence Research Center, Kumoh National Institute of Technology, Gumi 39177, Republic of Korea.
IT Convergence Engineering, Kumoh National Institute of Technology, Gumi 39177, Republic of Korea.
Sensors (Basel). 2024 May 14;24(10):3111. doi: 10.3390/s24103111.
This paper surveys the implementation of blockchain technology in cybersecurity in Internet of Things (IoT) networks, presenting a comprehensive framework that integrates blockchain technology with intrusion detection systems (IDS) to enhance IDS performance. This paper reviews articles from various domains, including AI, blockchain, IDS, IoT, and Industrial IoT (IIoT), to identify emerging trends and challenges in this field. An analysis of various approaches incorporating AI and blockchain demonstrates the potentiality of integrating AI and blockchain to transform IDS. This paper's structure establishes the foundation for further investigation and provides a blueprint for the development of IDS that is accessible, scalable, transparent, immutable, and decentralized. A demonstration from case studies integrating AI and blockchain shows the viability of combining the duo to enhance performance. Despite the challenges posed by resource constraints and privacy concerns, it is notable that blockchain is the key to securing IoT networks and that continued innovation in this area is necessary. Further research into lightweight cryptography, efficient consensus mechanisms, and privacy-preserving techniques is needed to realize all of the potential of blockchain-powered cybersecurity in IoT.
本文概述了区块链技术在物联网(IoT)网络安全中的应用,提出了一个将区块链技术与入侵检测系统(IDS)集成以提高IDS性能的综合框架。本文回顾了来自人工智能、区块链、IDS、物联网和工业物联网(IIoT)等各个领域的文章,以识别该领域的新兴趋势和挑战。对各种融合人工智能和区块链的方法进行分析,展示了将人工智能和区块链集成以变革IDS的潜力。本文的结构为进一步研究奠定了基础,并为开发可访问、可扩展、透明、不可变和去中心化的IDS提供了蓝图。结合人工智能和区块链的案例研究表明,将二者结合以提高性能是可行的。尽管存在资源限制和隐私问题带来的挑战,但值得注意的是,区块链是保障物联网网络安全的关键,并且该领域持续创新是必要的。需要对轻量级密码学、高效共识机制和隐私保护技术进行进一步研究,以实现区块链驱动的物联网网络安全的所有潜力。