Distributed trust management scheme based on blockchain in Internet of vehicles

被引：0
|
作者：
Zhang H. [1 ]
Cao Y. [1 ]
Liu K. [1 ]
Wang R. [1 ]
机构：
[1] School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing 400065, China Advanced Network and Intelligent Connection Technology Key Laboratory of Chongqing Education Commission of China, Chongqing 4
来源：
Tongxin Xuebao/Journal on Communications | 2023年 / 44卷 / 05期
基金：
中国国家自然科学基金;
关键词：
blockchain; consensus mechanism; Internet of vehicles; reputation value; trust management;
D O I：
10.11959/j.issn.1000-436x.2023097
中图分类号：
学科分类号：
摘要：
Aiming at the security problems caused by the low efficiency and accuracy of malicious vehicle identification in Internet of vehicles, a distributed trust management scheme based on blockchain in Internet of vehicles was proposed. A false information identification strategy was designed by aggregating the scoring information of vehicles, combined with Bayesian inference model. A reputation value updating algorithm was designed by combining the historical interaction information of vehicles and traffic information, malicious vehicles were identified by the reputation threshold. A blockchain was constructed roadside units to realize the distributed storage of traffic data and vehicle reputation values. The traditional proof of work consensus mechanism was improved to dynamically change the difficulty of miner node generating a block through the event level and the number of vehicles involved in scoring, and the waiting mechanism was used to temporarily stop the nodes that had recently blocked from participating in the election process of miner nodes, thus reducing the resource consumption caused by repeated calculations. The simulation results show that the proposed scheme can effectively identify false information, resist the deceptive behavior of malicious vehicles, improve the identification efficiency of malicious vehicles, reduce resource consumption, and is effective and feasible in distributed trust management for Internet of vehicles. © 2023 Editorial Board of Journal on Communications. All rights reserved.
引用
收藏
页码：148 / 157
页数：9
相关论文
共 21 条
  • [1] KIM D Y, JUNG M, KIM S., An Internet of vehicles (IoV) access gateway design considering the efficiency of the In-vehicle Ethernet backbone, Sensors (Basel, Switzerland), 21, 1, (2020)
  • [2] YANG F C, WANG S G, LI J L, Et al., An overview of Internet of vehicles, China Communications, 11, 10, pp. 1-15, (2014)
  • [3] ZHANG K, NI J B, YANG K, Et al., Security and privacy in smart city applications: challenges and solutions, IEEE Communications Magazine, 55, 1, pp. 122-129, (2017)
  • [4] LI W J, SONG H B., ART: an attack-resistant trust management scheme for securing vehicular ad hoc networks, IEEE Transactions on Intelligent Transportation Systems, 17, 4, pp. 960-969, (2016)
  • [5] LIU J J, ZHANG S B, SUN W, Et al., In-vehicle network attacks and countermeasures: challenges and future directions, IEEE Network, 31, 5, pp. 50-58, (2017)
  • [6] LIU X C, HUANG H P, XIAO F, Et al., A blockchain-based trust management with conditional privacy-preserving announcement scheme for VANETs, IEEE Internet of Things Journal, 7, 5, pp. 4101-4112, (2020)
  • [7] AZAD M A, BAG S, HAO F, Et al., Decentralized self-enforcing trust management system for social Internet of things, IEEE Internet of Things Journal, 7, 4, pp. 2690-2703, (2020)
  • [8] CHEN J M, LI T T, PANNEERSELVAM J., TMEC: a trust management based on evidence combination on attack-resistant and collaborative Internet of vehicles, IEEE Access, 7, pp. 148913-148922, (2018)
  • [9] LAI C Z, ZHANG K, CHENG N, Et al., SIRC: a secure incentive scheme for reliable cooperative downloading in highway VANETs, IEEE Transactions on Intelligent Transportation Systems, 18, 6, pp. 1559-1574, (2017)
  • [10] YANG Z., Research on security mechanism and key technologies for Internet of vehicles, (2019)
123