Low false alarm rate RPL network monitoring system by considering timing inconstancy between the rank measurements

Takumi Matsunaga, Kentaroh Toyoda, I. Sasase
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引用次数: 13

Abstract

The IPv6 Routing Protocol for Low-power and Lossy networks (RPL) is a standard routing protocol to realize the Internet of Things (IoT). In order to realize secure IoT network, the Destination-Oriented Directed Acyclic Graph (DODAG) root collects information such as neighbor and parent ranks in each node and then observes network consistency by comparing a rank that a node sends to DODAG root with the rank that the same node sends to its neighbor nodes. However, the scheme has a problem that false detection rate is high since the DODAG root might compare a certain node's rank after update with its rank that its node sends to its neighbor nodes before update due to timing inconstancy between rank measurements. In this paper, we propose a low false alarm rate RPL network monitoring system by considering timing inconstancy between rank measurements. In the proposed scheme, each node sends ranks at the time when each node broadcasts the latest rank to the DODAG root so as to avoid inherent timing inconstancy, and each node attaches a timestamp at the time when each node sends and receives ranks and then sends the timestamp to the DODAG root in order to take timing inconstancy into consideration. We evaluate the false detection rates by computer simulation and we show that the proposed scheme reduces the false detection rate in comparison with the conventional scheme.
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低虚警率RPL网络监控系统考虑了等级测量之间的时序不恒定
IPv6 RPL (Routing Protocol for Low-power and Lossy networks)是实现物联网的标准路由协议。为了实现安全的物联网网络,DODAG (Destination-Oriented Directed Acyclic Graph)根节点在每个节点中收集邻居和父节点的排名等信息,然后通过比较一个节点发送给DODAG根节点的排名与该节点发送给其邻居节点的排名来观察网络的一致性。然而,由于秩测量之间的时间不恒定,DODAG根可能会将某个节点更新后的秩与更新前该节点发送给相邻节点的秩进行比较,因此该方案存在误检率高的问题。本文提出了一种考虑秩次测量间时序不恒定的低虚警率RPL网络监测系统。在该方案中,每个节点在每个节点向DODAG根广播最新排名的时间发送排名,以避免固有的时间不恒定,并且每个节点在每个节点发送和接收排名的时间附加一个时间戳,然后将时间戳发送给DODAG根,以考虑时间不恒定。通过计算机仿真评估了该方案的误检率,结果表明,与传统方案相比,该方案降低了误检率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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