基于模糊逻辑的RPL路由协议入侵检测新方法

Behnam Farzaneh, Mohammad Koosha, Elahe Boochanpour, Emad Alizadeh
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引用次数: 16

摘要

物联网(IoT)是技术和通信领域的一个新概念,用于描述物理对象或传感器节点使用IPv6连接到互联网的未来。在物联网上用于路由的最突出的协议之一是RPL(低功耗和有损网络的IPv6路由协议),它可能暴露于特定的攻击,如本地修复攻击。因此,研究人员将RPL安全性作为该协议最重要的挑战。本文提出了一种新的基于模糊的RPL路由协议局部修复攻击检测方法。在Contiki操作系统中使用Cooja模拟器获得的结果表明,该方法检测到的局部修复攻击具有很高的真阳性率(TPR)和很低的假阳性率(FPR)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A New Method for Intrusion Detection on RPL Routing Protocol Using Fuzzy Logic
The Internet of Things (IoT) is a new concept in the world of technology and communications for the description of the future in which physical objects or sensor nodes connect to the Internet using IPv6. One of the most prominent protocols used on the IoT for routing is RPL (IPv6 Routing Protocol for Low power and Lossy Networks) that could be exposed to specific attacks like the Local Repair attack. Hence, researchers focus on RPL security as the most important challenge at this protocol. In this paper, we proposed a new Fuzzy-based method for the detection of Local Repair Attack on the RPL routing protocol. The obtained results using the Cooja simulator in the Contiki OS show that the proposed method detects the Local Repair attack with a very high True Positive Rate (TPR) and very low False Positive Rate (FPR).
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