BSAS: A Blockchain-Based Trustworthy and Privacy-Preserving Speed Advisory System

被引:9
作者
Li, Jianbin [1 ]
Li, Shike [1 ]
Cheng, Long [1 ]
Liu, Qingzhi [2 ]
Pei, Jiaming [3 ]
Wang, Shen [4 ]
机构
[1] North China Elect Power Univ, Sch Control & Comp Engn, Beijing, Peoples R China
[2] Wageningen Univ, Informat Technol Grp, NL-6708 PB Wageningen, Netherlands
[3] Univ Sydney, Sch Comp Sci, Camperdown, NSW 2006, Australia
[4] Univ Coll Dublin, Sch Comp Sci, Dublin, Ireland
关键词
Speed advisory systems; blockchain; trust servi-ces; data privacy; optimal consensus algorithm; ADVANCED DRIVER ASSISTANCE; SAFETY;
D O I
10.1109/TVT.2022.3189410
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Consensus-based Speed Advisory System (CSAS) is used to recommend a consensus speed to a group of vehicles for specific application purposes, such as minimizing emissions or energy consumption. To remedy data privacy concerns for speed advisory services, the latest works have investigated how to get an optimal speed in a privacy-preserving manner. However, almost all the designs are based on a centralized architecture, which could still meet service trust issues, such as that a random speed could be recommended when the central server meets cyber incursion attacks. To address the problem, in this paper we propose BSAS, a trustworthy and privacy-preserving CSAS over the blockchain. Specifically, BSAS follows a fully decentralized architecture with cryptographic primitives to guarantee service trust and data privacy. Moreover, to encourage vehicles to participate in the service computing process, a value-driven incentive mechanism is also employed. We present the detailed design and implementation of BSAS, and our emulation results show that the proposed BSAS can achieve promising system performance in terms of real-time speed recommendation in a trustworthy and privacy-preserving way.
引用
收藏
页码:11421 / 11430
页数:10
相关论文
共 50 条
[41]   Blockchain-Based Privacy-Preserving Shop Floor Auditing Architecture [J].
Stodt, Fatemeh ;
Alshawki, Mohammed B. ;
Reich, Christoph ;
Theoleyre, Fabrice ;
Ligeti, Peter .
IEEE ACCESS, 2024, 12 :26747-26758
[42]   Reliable and Privacy-Preserving Task Matching in Blockchain-Based Crowdsourcing [J].
Wang, Baolai ;
Fu, Shaojing ;
Zhang, Xuyun ;
Xie, Tao ;
Lyu, Lingjuan ;
Luo, Yuchuan .
PROCEEDINGS OF THE 30TH ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT, CIKM 2021, 2021, :1879-1888
[43]   Bppfl: a blockchain-based framework for privacy-preserving federated learning [J].
Asad, Muhammad ;
Otoum, Safa .
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2025, 28 (02)
[44]   TrafficChain: A Blockchain-Based Secure and Privacy-Preserving Traffic Map [J].
Wang, Qianlong ;
Ji, Tianxi ;
Guo, Yifan ;
Yu, Lixing ;
Chen, Xuhui ;
Li, Pan .
IEEE ACCESS, 2020, 8 :60598-60612
[45]   Privacy-preserving blockchain-based authentication and trust management in VANETs [J].
Ahmed, Waheeb ;
Di, Wu ;
Mukathe, Daniel .
IET NETWORKS, 2022, 11 (3-4) :89-111
[46]   BMIF: Privacy-preserving Blockchain-based Medical Image Fusion [J].
Xiang, Tao ;
Zeng, Honghong ;
Chen, Biwen ;
Guo, Shangwei .
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2023, 19 (01)
[47]   An Efficient Blockchain-based Privacy-Preserving Authentication Scheme in VANET [J].
Xu, Shiyuan ;
Chen, Xue ;
Kong, Weimin ;
Cao, Yibo ;
He, Yunhua ;
Xiao, Ke .
2023 IEEE 97TH VEHICULAR TECHNOLOGY CONFERENCE, VTC2023-SPRING, 2023,
[48]   Blockchain-based and Privacy-Preserving Data Collection for Vehicular Crowdsensing [J].
Yu, Xionghe ;
Tang, Xiaolan ;
Chen, Wenlong .
2023 IEEE 22ND INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS, TRUSTCOM, BIGDATASE, CSE, EUC, ISCI 2023, 2024, :1340-1347
[49]   Blockchain-based conditional privacy-preserving authentication scheme in VANETs [J].
Mundhe, Pravin ;
Phad, Pooja ;
Yuvaraj, R. ;
Verma, Shekhar ;
Venkatesan, S. .
MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (16) :24155-24179
[50]   Privacy-Preserving Framework for Blockchain-Based Stock Exchange Platform [J].
Al-Shaibani, Hamed ;
Lasla, Noureddine ;
Abdallah, Mohamed ;
Bakiras, Spiridon .
IEEE ACCESS, 2022, 10 :1202-1215