A Multidimensional Trust Inference Model for the Mobile Ad-Hoc Networks

Muhammad Khalid Riaz, Yangyu Fan, I. Akhtar
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引用次数: 2

Abstract

Due to the absence of the central administrator and the dynamic network topology of the Mobile Ad-hoc Networks (MANETS), trust management is a major issue for designing the routing protocols of the network. In this paper, to identify the malicious nodes in the ad-hoc network, a trust inference model based on recommendations is proposed. This multidimensional model is aware of the energy, the channel and history of the interactions between the nodes. The proposed trust model evaluates trust by using two main components: the direct interaction trust (Primary trust) calculated using the Bayesian statistical method and recommendations from the neighbors (secondary trust). The metrics used for calculating the primary trust are: the received signal strength, time of the each interaction, the intimacy of nodes and the frequency of interactions. This trust inference model is implemented on top of the conventional Dynamic Source Routing (DSR) protocol. The results of the simulations affirms that the proposed model enhance effectiveness of routing in existence of malicious peers in the MANETs.
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移动Ad-Hoc网络的多维信任推理模型
由于移动自组织网络(MANETS)缺乏中央管理员和动态的网络拓扑结构,信任管理是设计网络路由协议的一个主要问题。为了识别自组织网络中的恶意节点,本文提出了一种基于推荐的信任推理模型。这个多维模型意识到节点之间相互作用的能量、通道和历史。本文提出的信任模型通过使用贝叶斯统计方法计算的直接交互信任(主信任)和邻居的推荐信任(次信任)两个主要组成部分来评估信任。用于计算主信任的度量是:接收到的信号强度、每次交互的时间、节点的亲密度和交互的频率。该信任推理模型是在传统的动态源路由(DSR)协议基础上实现的。仿真结果表明,该模型提高了在恶意对等体存在的情况下路由的有效性。
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