Department of Computer Science, National University of Computer and Emerging Sciences, Islamabad, Pakistan.
Department of Avionics Engineering, Air University, Islamabad, Pakistan.
PLoS One. 2022 Jul 28;17(7):e0271277. doi: 10.1371/journal.pone.0271277. eCollection 2022.
The Internet of Things (IoT) and its relevant advances have attracted significant scholarly, governmental, and industrial attention in recent years. Since the IoT specifications are quite different from what the Internet can deliver today, many groundbreaking techniques, such as Mobile Ad hoc Networks (MANETs) and Wireless Sensor Networks (WSN), have gradually been integrated into IoT. The Routing Protocol for Low power and Lossy network (RPL) is the de-facto IoT routing protocol in such networks. Unfortunately, it is susceptible to numerous internal attacks. Many techniques, such as cryptography, Intrusion Detection System (IDS), and authorization have been used to counter this. The large computational overhead of these techniques limits their direct application to IoT nodes, especially due to their low power and lossy nature. Therefore, this paper proposes a Trust-based Hybrid Cooperative RPL protocol (THC-RPL) to detect malicious Sybil nodes in an RPL-based IoT network. The proposed technique is compared and evaluated with state-of-the-art and is found to outperform them. It detects more attacks while maintaining the packet loss ratio in the range of 15-25%. The average energy consumption of the nodes also remains in the ratio of 60-80 mj. There is approximately 40% more energy conservation at node level with an overall 50% increase in network lifetime. THC-RPL has 10% less message exchange and 0% storage costs.
物联网 (IoT) 及其相关进展近年来引起了学术界、政府和工业界的极大关注。由于物联网规范与当今互联网所能提供的规范有很大的不同,许多开创性的技术,如移动自组网 (MANETs) 和无线传感器网络 (WSN),已经逐渐融入到物联网中。低功耗有损网络路由协议 (RPL) 是此类网络中事实上的物联网路由协议。不幸的是,它容易受到许多内部攻击。许多技术,如加密、入侵检测系统 (IDS) 和授权,已经被用来对抗这些攻击。这些技术的大量计算开销限制了它们在物联网节点上的直接应用,特别是由于它们的低功耗和有损特性。因此,本文提出了一种基于信任的混合协作 RPL 协议 (THC-RPL),用于检测基于 RPL 的物联网网络中的恶意 Sybil 节点。所提出的技术与最先进的技术进行了比较和评估,并被发现优于它们。它在保持数据包丢失率在 15-25%范围内的同时,检测到更多的攻击。节点的平均能耗也保持在 60-80mj 的比例。节点级别的节能约为 40%,网络寿命总体增加 50%。THC-RPL 的消息交换减少了 10%,存储成本为 0%。