A Decentralized Trust Management System for Intelligent Transportation Environments

被引:49
|
作者
Chen, Xiao [1 ,2 ]
Ding, Jie [3 ,4 ]
Lu, Zhenyu [5 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Jiangsu Key Lab Meteorol Observat & Informat Proc, Nanjing 210044, Peoples R China
[2] Univ Edinburgh, Sch Informat, Edinburgh EH8 9AB, Midlothian, Scotland
[3] Shanghai Maritime Univ, China Inst FTZ Supply Chain, Shanghai 200135, Peoples R China
[4] Yangzhou Univ, Sch Math Sci, Yangzhou 225002, Jiangsu, Peoples R China
[5] Nanjing Univ Informat Sci & Technol, Sch Artificial Intelligence, Nanjing 210044, Peoples R China
基金
中国国家自然科学基金;
关键词
Social network services; Transportation; Protocols; Trust management; vehicular network; blockchain; TEE; consensus protocol; incentive mechanism; ARCHITECTURE; BLOCKCHAIN; INTERNET; SNOWDEN; SENSE;
D O I
10.1109/TITS.2020.3013279
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Commercialized 5G technology will provide reliable and efficient connectivity of motor vehicles that could support the dissemination of information under an intelligent transportation system. However, such service still suffers from risks or threats due to malicious content producers. The traditional public key infrastructure (PKI) cannot restrain such untrusted but legitimate publishers. Therefore, a trust-based service management mechanism is required to secure information dissemination. The issue of how to achieve a trust management model becomes a key problem in the situation. This paper proposes a novel prototype of the decentralized trust management system (DTMS) based on blockchain technologies. Compared with the conventional and centralized trust management system, DTMS adopts a decentralized consensus-based trust evaluation model and a blockchain-based trust storage system, which provide a transparent evaluation procedure and irreversible storage of trust credits. Moreover, the proposed trust model improves blockchain efficiency by only allowing trusted nodes participating in the validation and consensus process. Additionally, the designed system creatively applies a trusted execution environment (TEE) to secure the trust evaluation process together with an incentive model that is used to stimulate more participation and penalize malicious behaviours. Finally, to evaluate our new design prototype, both numerical analysis and practical experiments are implemented for performance evaluation.
引用
收藏
页码:558 / 571
页数:14
相关论文
共 50 条
  • [1] A Dependable and Efficient Decentralized Trust Management System Based on Consortium Blockchain for Intelligent Transportation Systems
    Gu, Chen
    Ma, Baoshan
    Hu, Donghui
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, : 19430 - 19443
  • [2] Accident Management System Based on Vehicular Network for an Intelligent Transportation System in Urban Environments
    Al-Mayouf, Yusor Rafid Bahar
    Mandi, Omar Adil
    Taha, Namar A.
    Abdullah, Nor Fadzilah
    Khan, Suleman
    Alam, Muhammad
    JOURNAL OF ADVANCED TRANSPORTATION, 2018,
  • [3] An intelligent system for decentralized load management
    Amato, A.
    Calabrese, M.
    Di Lecce, V.
    Piuri, V.
    PROCEEDINGS OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MEASUREMENT SYSTEMS AND APPLICATIONS, 2006, : 70 - +
  • [5] Secure and Privacy-Preserving Trust Management System for Trustworthy Communications in Intelligent Transportation Systems
    Din, Ikram Ud
    Awan, Kamran Ahmad
    Almogren, Ahmad
    IEEE ACCESS, 2023, 11 : 65407 - 65417
  • [6] Decentralized trust management
    Blaze, M
    Feigenbaum, J
    Lacy, J
    1996 IEEE SYMPOSIUM ON SECURITY AND PRIVACY, PROCEEDINGS, 1996, : 164 - 173
  • [7] Trust Management in Decentralized IoT Access Control System
    Putra, Guntur Dharma
    Dedeoglu, Volkan
    Kanhere, Saul S.
    Jurdak, Raja
    2020 IEEE INTERNATIONAL CONFERENCE ON BLOCKCHAIN AND CRYPTOCURRENCY (IEEE ICBC), 2020,
  • [8] Interaction trust evaluation in decentralized environments
    Wang, Y
    Varadharajan, V
    E-COMMERCE AND WEB TECHNOLOGIES, 2004, 3182 : 144 - 153
  • [9] Development of intelligent transportation system data management
    Brydia, RE
    Turner, SM
    Eisele, WL
    Liu, JC
    PROGRESS IN TRANSPORTATION DATA 1998, 1998, (1625): : 124 - 130
  • [10] Privacy and Security Management in Intelligent Transportation System
    Chavhan, Suresh
    Gupta, Deepak
    Garg, Sahil
    Khanna, Ashish
    Choi, Bong Jun
    Hossain, M. Shamim
    IEEE ACCESS, 2020, 8 (08): : 148677 - 148688