基于博弈论的汽车网络高效声誉管理模型

Samira Chouikhi, L. Khoukhi, S. Ayed, Marc Lemercier
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引用次数: 2

摘要

在本文中,我们研究了声誉的概念,以提高车辆网络对恶意和行为不端的车辆的抵抗力。我们提出了一个鲁棒信誉管理系统,该系统由信誉计算模型和可信度模型组成,以提高网络效率。声誉得分或价值反映了车辆对其他车辆和网络服务的行为(自私、合作、恶意、不当行为等);而车辆的可信度则用来判断车辆给出的信誉评分是否正确,以应对利用信誉计算破坏网络运行的恶意车辆。我们首先描述如何确定每辆车的声誉分数。然后,我们引入了一个非合作博弈,其中每个车辆的目标是最大化其可信度。通过大量的仿真验证了该模型的有效性。
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An Efficient Reputation Management Model based on Game Theory for Vehicular Networks
In this paper, we investigate the concept of reputation to improve the resistance of vehicular networks against malicious and misbehaving vehicles. We propose a robust reputation management system, which consists of a model for reputation calculation and a credibility model to enhance network efficiency. The reputation score or value reflects the behavior of a vehicle towards other vehicles and network services (selfish, cooperative, malicious, misbehaving, etc.); while the credibility of vehicles is used to determine whether a reputation score given by a vehicle is correct to deal with malicious vehicles that use reputation calculation to spoil the network operation. We first describe how the reputation score of each vehicle is determined. Then, we introduce a non-cooperative game, where each vehicle aims to maximize its credibility. The effectiveness of the proposed model is demonstrated through extensive simulations.
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