A cooperative recommendation trust model for ad hoc networks

Zuhao Liu, Li Yu, W. Cheng, Ke Wang
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引用次数: 1

Abstract

Since traditional security methods do not work very well in ad hoc networks, trust frameworks are introduced as a supplement to security mechanism. In current trust evaluation systems, direct trust information and recommendation trust information (secondhand information) are both used to calculate the trust value. However, some advanced attackers create false recommendation trust information. Therefore, the trust framework needs to distinguish between true and false recommendation information. This paper proposes a novel cooperative recommendation trust model called CRTrust. In CRTrust, the nodes providing recommendations are divided into different sets on the basis of the recommendation similarities. Similar opinions are fused by Dempster's rule and delivered by highly trusted nodes. CRTrust is evaluated both on numerical simulations and SITL(System In The Loop) platform. Simulation results show that CRTrust significantly outperforms conventional trust model without cooperation mechanism.
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一种面向自组织网络的协作推荐信任模型
由于传统的安全方法在自组织网络中不能很好地工作,因此引入了信任框架作为安全机制的补充。在现有的信任评估系统中,直接信任信息和推荐信任信息(二手信息)都被用来计算信任值。然而,一些高级攻击者会创建虚假的推荐信任信息。因此,信任框架需要区分真实和虚假的推荐信息。本文提出了一种新型的协同推荐信任模型CRTrust。在CRTrust中,根据推荐相似度将提供推荐的节点划分为不同的集合。相似的意见通过Dempster规则融合,并由高度信任的节点传递。CRTrust在数值模拟和系统循环(System In The Loop)平台上进行了评估。仿真结果表明,CRTrust显著优于传统的无合作机制信任模型。
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