适应节点行为的信任评估方法,用于移动特设网络的安全路由选择

Sayaka Umeda, Sonoko Takeda, H. Shigeno
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引用次数: 11

摘要

在移动 ad-hoc 网络(MANETs)中,存在一些自私的节点,它们会丢弃接收到的数据包,因为节点的资源有限。作为安全机制之一,安全路由协议应运而生。在安全路由协议中,每个节点都能检测到自私节点,并通过查询信任值来决定安全路径。在这里,信任值表示节点或路径的可靠性。在这些现有的路由协议中,为了获得稳定的信任值,假定所有节点都保持相同的行为。然而,由于移动节点的资源会随着时间的推移而减少,因此存在行为变化的自私节点。因此,由于很难实时准确地计算行为变化节点的信任值,因此存在两个问题。一个是对自私节点的判断失误,另一个是无法选择安全路径。本文提出的 TEAB 是一种适应节点行为的信任评估方法。我们引入了自适应时间窗口,即评估信任值的时间段。每个节点对每个邻居使用一个可变的时间窗口,减少过去行为的不良影响。这样,每个节点都能在包括行为变化节点在内的环境中正确计算信任值。此外,在使用 TEAB 的安全路由协议中,每个节点都可以选择仅由合作节点组成的安全通信路径。仿真结果表明,每个节点都能正确检测到自私节点,并开始通过使用 TEAB 的安全路径进行通信。
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Trust evaluation method adapted to node behavior for secure routing in mobile ad hoc networks
In mobile ad-hoc networks (MANETs), there are selfish nodes, which drop the received data packets, because nodes have limits of their resources. Secure routing protocols are developed as one of security mechanisms. In secure routing, each node can detect selfish nodes and decide secure paths by consulting trust values. Here, trust values express reliability for nodes or paths. In these existing routing protocols, all nodes are assumed to keep the same behavior in order to obtain the stable trust values. However, there are selfish nodes with behavior changes because resources for these mobile nodes decrease as time passes. Therefore, as it is hard to calculate accurate trusts in nodes with behavior change in real time, there are two problems. One is to make a mistake in judgment of selfish nodes and the other is not to be able to select the secure paths. In this paper, we propose TEAB, which is a trust evaluation method adapted to node behavior. We introduce the adaptive time window which is the time period for evaluating a trust value. Each node uses a variable time window for each neighbor and reduces the undesirable effects of past behaviors. In this way, each node calculates trust values correctly in the environment including nodes with behavior change. Moreover, in secure routing protocols using TEAB, each node can select the secure communication path composed of only cooperative nodes. The results of simulation show that each node can detect the selfish nodes correctly and start to communicate through the secure path by using TEAB.
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