基于区块链的 VANET 隐私保护数据聚合系统

IF 5.3 2区 材料科学 Q2 MATERIALS SCIENCE, MULTIDISCIPLINARY
Ruicheng Yang , Guofang Dong , Zhengnan Xu , Juangui Ning , Jianming Du
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引用次数: 0

摘要

在车辆特设网络(VANET)领域,数据聚合在汇集来自多辆车辆的数据以供进一步处理和共享方面发挥着关键作用。错误的数据反馈会严重影响车辆的运行、控制和整体安全,因此必须确保车辆数据聚合的安全性。针对 VANET 数据聚合中固有的安全风险和挑战,本文介绍了一种基于区块链的安全匿名数据聚合方案。该方案将云计算与区块链技术相结合,提出了一种新颖的基于区块链的数据聚合系统,可为 VANET 中高效、安全的数据收集提供有力支持。该方案利用密钥托管弹性机制,确保了系统密钥的安全性,避免了以往由第三方单独生成密钥所带来的安全问题。此外,通过二次数据聚合,实现了细粒度数据聚合,为 VANET 中的云服务提供了有效支持。通过安全分析和性能评估证实了所提方案的有效性,与现有方案相比,该方案具有更高的计算和通信效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A privacy-preserving data aggregation system based on blockchain in VANET
In the realm of vehicular ad hoc networks (VANETs), data aggregation plays a pivotal role in bringing together data from multiple vehicles for further processing and sharing. Erroneous data feedback can significantly impact vehicle operations, control, and overall safety, necessitating the assurance of security in vehicular data aggregation. Addressing the security risks and challenges inherent in data aggregation within VANETs, this paper introduces a blockchain-based scheme for secure and anonymous data aggregation. The proposed scheme integrates cloud computing with blockchain technology, presenting a novel blockchain-based data aggregation system that robustly supports efficient and secure data collection in VANETs. Leveraging key escrow resilience mechanisms, the solution ensures the security of system keys, preventing the security problems caused by keys generated by third parties alone in the past. Furthermore, through secondary data aggregation, fine-grained data aggregation is achieved, providing effective support for cloud services in VANETs. The effectiveness of the proposed scheme is confirmed through security analysis and performance evaluations, demonstrating superior computational and communication efficiency compared existing alternatives.
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来源期刊
CiteScore
8.30
自引率
3.40%
发文量
1601
期刊介绍: ACS Applied Nano Materials is an interdisciplinary journal publishing original research covering all aspects of engineering, chemistry, physics and biology relevant to applications of nanomaterials. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important applications of nanomaterials.
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