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
[31]   Blockchain-Based Smart Advertising Network With Privacy-Preserving Accountability [J].
Liu, Dongxiao ;
Huang, Cheng ;
Ni, Jianbing ;
Lin, Xiaodong ;
Shen, Xuemin .
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021, 8 (03) :2118-2130
[32]   Blockchain-based conditional privacy-preserving authentication scheme in VANETs [J].
Pravin Mundhe ;
Pooja Phad ;
R. Yuvaraj ;
Shekhar Verma ;
S. Venkatesan .
Multimedia Tools and Applications, 2023, 82 :24155-24179
[33]   QHSE: An efficient privacy-preserving scheme for blockchain-based transactions [J].
Bai, Shuangjie ;
Yang, Geng ;
Rong, Chunming ;
Liu, Guoxiu ;
Dai, Hua .
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2020, 112 :930-944
[34]   A Blockchain-based Privacy-Preserving Matching Scheme for Power Data [J].
Hou, Zufeng ;
Qiu, Guanxin ;
Zhao, Ruifeng ;
Lin, Guihui ;
Wang, Chao ;
Zhang, Yong ;
Pan, Kaiyan .
2024 7TH ASIA CONFERENCE ON ENERGY AND ELECTRICAL ENGINEERING, ACEEE 2024, 2024, :399-408
[35]   Privacy-Preserving Blockchain-Based Authentication in Smart Energy Systems [J].
Vangala, Anusha ;
Das, Ashok Kumar .
PROCEEDINGS OF THE TWENTIETH ACM CONFERENCE ON EMBEDDED NETWORKED SENSOR SYSTEMS, SENSYS 2022, 2022, :1208-1214
[36]   A verifiable and privacy-preserving blockchain-based federated learning approach [J].
Ullah, Irshad ;
Deng, Xiaoheng ;
Pei, Xinjun ;
Jiang, Ping ;
Mushtaq, Husnain .
PEER-TO-PEER NETWORKING AND APPLICATIONS, 2023, 16 (05) :2256-2270
[37]   BPTM: Blockchain-Based Privacy-Preserving Task Matching in Crowdsourcing [J].
Wu, Yiming ;
Tang, Shaohua ;
Zhao, Bowen ;
Peng, Zhiniang .
IEEE ACCESS, 2019, 7 :45605-45617
[38]   A Privacy-Preserving Blockchain-Based Method to Optimize Energy Trading [J].
Ping, Jian ;
Yan, Zheng ;
Chen, Sijie .
IEEE TRANSACTIONS ON SMART GRID, 2023, 14 (02) :1148-1157
[39]   Blockchain-Based Privacy-Preserving Federated Learning for Mobile Crowdsourcing [J].
Ma, Haiying ;
Huang, Shuanglong ;
Guo, Jiale ;
Lam, Kwok-Yan ;
Yang, Tianling .
IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (08) :13884-13899
[40]   Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices [J].
Zhao, Yang ;
Zhao, Jun ;
Jiang, Linshan ;
Tan, Rui ;
Niyato, Dusit ;
Li, Zengxiang ;
Lyu, Lingjuan ;
Liu, Yingbo .
IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (03) :1817-1829