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Behavior analysis and blockchain based trust management in VANETs

机译:VANET中的行为分析与基于区块链的信任管理

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摘要

The development of vehicular ad hoc networks (VANETs) is facing great challenges. Due to the open environment in VANETs, the false information sent by malicious vehicles not only affects the fairness of information interaction but also seriously threatens the driving safety of normal vehicles. Therefore, the study of trust evaluation and management in VANETs has become hot topics in recent years. In this paper, we propose a trust management model of VANETs based on blockchain. In this model, a hidden markov model (HMM) based vehicle trust evaluation method that improve the accuracy on the detection of malicious behavior is proposed. Besides, a trust management method based on the alliance chain is designed, which greatly improves the efficiency of trust updating and querying on the premise of security. Simulation results show that the model is promising and feasible, effective in the aspects of trust evaluation and trust management.
机译:车辆临时网络(VANET)的发展面临着巨大的挑战。由于VANET中的开放环境,恶意车辆发送的虚假信息不仅影响信息互动的公平性,而且还严重威胁到普通车辆的驾驶安全性。因此,近年来Vanets的信任评估和管理研究已经成为热门话题。在本文中,我们提出了基于区块链的Vanets信任管理模型。在该模型中,提出了一种基于隐马尔可夫模型(HMM)的车辆信任评估方法,提出了提高对恶意行为检测的准确性。此外,设计了一种基于联盟链的信任管理方法,这大大提高了信任更新和查询安全性的效率。仿真结果表明,该模型在信任评估和信任管理方面具有很有希望和可行的,有效。

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