TrustChain-VANETs:区块链和IPFS集成用于智能交通系统(ITS)中可靠和安全的车辆通信

IF 2.5 4区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Zia Ullah, Ghassan Husnain, Abid Iqbal, Ibrar Ali Shah, Ali Saeed Alzahrani, Ramasamy Srinivasaga Naidu, Yazeed Yasin Ghadi, Mohammed S. Al-Zahrani
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引用次数: 0

摘要

车辆自组织网络(VANETs)在智能交通系统(ITS)中至关重要,可以提高交通效率和安全性。然而,智能交通系统中的VANETs面临着与信任、隐私和数据可靠性相关的关键挑战。为了解决这些问题,本文提出了一种集成区块链和星际文件系统(IPFS)技术的综合解决方案。我们推出了基于区块链的信任管理系统TrustChain-VANETs,旨在确保ITS环境中的消息可信度、隐私性和数据可靠性。我们的模型保护了车辆隐私,同时通过匿名聚合车辆公告共享可信信息,这是ITS的一个基本功能。信誉值存储在区块链中,允许路边单位(rsu)评估消息可靠性,与传统方法相比,在低错误报告概率下实现15%的恶意车辆检测率,这对ITS的信任至关重要。此外,通过公共地址跟踪恶意实体来维护条件隐私,确保ITS中的问责制。该系统利用rsu上的IPFS进行安全、可靠的数据存储,将来自车辆的聚合事件数据存储在IPFS中,并在区块链上维护车辆声誉值,从而解决了ITS中的存储和成本挑战。该方法可降低20%的交易成本和30%的存储开销,提高ITS数据共享效率。激励机制鼓励车辆之间诚实地共享数据,与经过验证的事件信息一致的车辆将获得金钱奖励,并透明地记录在区块链上。性能分析表明,与传统的工作量证明区块链模型相比,TrustChain-VANETs平均减少了25%的消息验证时间,使其适合ITS的动态和苛刻的性质。这一创新框架解决了vanet中的关键挑战,为ITS的安全性、隐私性和可靠性提供了强大、可扩展和高效的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

TrustChain-VANETs: Blockchain and IPFS Integration for Reliable and Secure Vehicular Communication in Intelligent Transportation Systems (ITS)

TrustChain-VANETs: Blockchain and IPFS Integration for Reliable and Secure Vehicular Communication in Intelligent Transportation Systems (ITS)

Vehicular ad-hoc networks (VANETs) are pivotal in intelligent transportation systems (ITS), enabling enhanced traffic efficiency and safety. However, VANETs within ITS face critical challenges related to trust, privacy, and data reliability. To address these issues, this paper proposes a comprehensive solution that integrates blockchain and InterPlanetary file system (IPFS) technologies for ITS applications. We introduce a blockchain-based trust management system, TrustChain-VANETs, designed to ensure message credibility, privacy, and data reliability in ITS environments. Our model safeguards vehicle privacy while enabling credible messages to be shared through anonymous aggregate vehicular announcements, an essential feature for ITS. Reputation values, stored in the blockchain, allow roadside units (RSUs) to assess message reliability, achieving a 15% higher malicious vehicle detection rate compared to traditional methods at low probabilities of false reporting, crucial for trust in ITS. Additionally, conditional privacy is maintained by tracking malicious entities through public addresses, ensuring accountability in ITS. The system leverages IPFS on RSUs for secure, reliable data storage, with aggregated event data from vehicles stored in IPFS and vehicle reputation values maintained on the blockchain, addressing storage and cost challenges in ITS. This approach reduces transaction costs by 20% and decreases storage overhead by 30%, enhancing the efficiency of ITS data sharing. An incentive mechanism encourages honest data sharing among vehicles, with monetary rewards for aligning with verified event information, transparently recorded on the blockchain. Performance analysis demonstrates that TrustChain-VANETs reduces message verification time by an average of 25% compared to traditional proof-of-work blockchain models, making it suitable for the dynamic and demanding nature of ITS. This innovative framework addresses critical challenges in VANETs, delivering robust, scalable, and efficient solutions for security, privacy, and reliability in ITS.

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来源期刊
IET Intelligent Transport Systems
IET Intelligent Transport Systems 工程技术-运输科技
CiteScore
6.50
自引率
7.40%
发文量
159
审稿时长
3 months
期刊介绍: IET Intelligent Transport Systems is an interdisciplinary journal devoted to research into the practical applications of ITS and infrastructures. The scope of the journal includes the following: Sustainable traffic solutions Deployments with enabling technologies Pervasive monitoring Applications; demonstrations and evaluation Economic and behavioural analyses of ITS services and scenario Data Integration and analytics Information collection and processing; image processing applications in ITS ITS aspects of electric vehicles Autonomous vehicles; connected vehicle systems; In-vehicle ITS, safety and vulnerable road user aspects Mobility as a service systems Traffic management and control Public transport systems technologies Fleet and public transport logistics Emergency and incident management Demand management and electronic payment systems Traffic related air pollution management Policy and institutional issues Interoperability, standards and architectures Funding scenarios Enforcement Human machine interaction Education, training and outreach Current Special Issue Call for papers: Intelligent Transportation Systems in Smart Cities for Sustainable Environment - https://digital-library.theiet.org/files/IET_ITS_CFP_ITSSCSE.pdf Sustainably Intelligent Mobility (SIM) - https://digital-library.theiet.org/files/IET_ITS_CFP_SIM.pdf Traffic Theory and Modelling in the Era of Artificial Intelligence and Big Data (in collaboration with World Congress for Transport Research, WCTR 2019) - https://digital-library.theiet.org/files/IET_ITS_CFP_WCTR.pdf
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