Trust management in the internet of vehicles: a systematic literature review of blockchain integration

IF 2.4 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS International Journal of Information Security Pub Date : 2024-07-05 DOI:10.1007/s10207-024-00878-0
Shirin Abbasi, Navid Khaledian, Amir Masoud Rahmani
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Abstract

The Internet of Vehicles (IoV) promises to revolutionize transportation in smart cities, but its interconnectedness raises critical security and privacy concerns. Limited computational power, diverse network technologies, and many sensors and vehicles challenge data integrity and trust in data exchange. Existing solutions, often dependent on specific environments and protocols, struggle to address these issues across the entire IoV ecosystem. This paper explores the potential of blockchain technology to address these challenges. We argue that blockchain’s immutability and decentralization offer a unique solution for trust management in various IoV environments. We review existing blockchain-based algorithms and models proposed for IoV integration and propose a novel taxonomy to categorize these approaches. This taxonomy will help us analyze effective parameters, implementation methods, and evaluation metrics in the reviewed literature. According to our research, the most critical evaluation parameter for blockchain-based methods is time, including system-level service-related time parameters and solution implementation time, and 38% of existing papers simulated the approach using Hyperledger. Additionally, we will identify key challenges from integrating blockchain into the IoV landscape. By providing a comprehensive review and analysis of blockchain-based trust management solutions for IoV, this paper aims to contribute to the ongoing development of secure and reliable intelligent transportation systems.

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车联网中的信任管理:区块链集成的系统文献综述
车联网(IoV)有望彻底改变智能城市的交通状况,但其互联性引发了严重的安全和隐私问题。有限的计算能力、多样化的网络技术以及众多的传感器和车辆对数据交换中的数据完整性和信任度提出了挑战。现有的解决方案通常依赖于特定的环境和协议,难以在整个物联网生态系统中解决这些问题。本文探讨了区块链技术应对这些挑战的潜力。我们认为,区块链的不变性和去中心化为各种物联网环境中的信任管理提供了独特的解决方案。我们回顾了现有的基于区块链的物联网集成算法和模型,并提出了一种新的分类法来对这些方法进行分类。该分类法将帮助我们分析所查阅文献中的有效参数、实施方法和评估指标。根据我们的研究,基于区块链的方法最关键的评估参数是时间,包括系统级服务相关的时间参数和解决方案的实施时间,38%的现有论文模拟了使用超级账本的方法。此外,我们还将确定将区块链整合到物联网领域所面临的主要挑战。通过全面回顾和分析基于区块链的物联网信任管理解决方案,本文旨在为安全可靠的智能交通系统的持续发展做出贡献。
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来源期刊
International Journal of Information Security
International Journal of Information Security 工程技术-计算机:理论方法
CiteScore
6.30
自引率
3.10%
发文量
52
审稿时长
12 months
期刊介绍: The International Journal of Information Security is an English language periodical on research in information security which offers prompt publication of important technical work, whether theoretical, applicable, or related to implementation. Coverage includes system security: intrusion detection, secure end systems, secure operating systems, database security, security infrastructures, security evaluation; network security: Internet security, firewalls, mobile security, security agents, protocols, anti-virus and anti-hacker measures; content protection: watermarking, software protection, tamper resistant software; applications: electronic commerce, government, health, telecommunications, mobility.
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