Blockchain-Based Decentralized Trust Management in Vehicular Networks

被引:599
|
作者
Yang, Zhe [1 ]
Yang, Kan [2 ]
Lei, Lei [3 ]
Zheng, Kan [1 ]
Leung, Victor C. M. [4 ]
机构
[1] Beijing Univ Posts & Telecommun, Intelligent Comp & Commun Lab, Key Lab Universal Wireless Commun, Minist Educ, Beijing 100876, Peoples R China
[2] Univ Memphis, Dept Comp Sci, Memphis, TN 38152 USA
[3] James Cook Univ, Sch Sci & Engn, Cairns, Qld 4878, Australia
[4] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
来源
IEEE INTERNET OF THINGS JOURNAL | 2019年 / 6卷 / 02期
关键词
Blockchain; data credibility; trust management; vehicular networks;
D O I
10.1109/JIOT.2018.2836144
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Vehicular networks enable vehicles to generate and broadcast messages in order to improve traffic safety and efficiency. However, due to the nontrusted environments, it is difficult for vehicles to evaluate the credibilities of received messages. In this paper, we propose a decentralized trust management system in vehicular networks based on blockchain techniques. In this system, vehicles can validate the received messages from neighboring vehicles using Bayesian Inference Model. Based on the validation result, the vehicle will generate a rating for each message source vehicle. With the ratings uploaded from vehicles, roadside units (RSUs) calculate the trust value offsets of involved vehicles and pack these data into a "block." Then, each RSU will try to add their "blocks" to the trust blockchain which is maintained by all the RSUs. By employing the joint proof-of-work (PoW) and proof-of-stake consensus mechanism, the more total value of offsets (stake) is in the block, the easier RSU can find the nonce for the hash function (PoW). In this way, all RSUs collaboratively maintain an updated, reliable, and consistent trust blockchain. Simulation results reveal that the proposed system is effective and feasible in collecting, calculating, and storing trust values in vehicular networks.
引用
收藏
页码:1495 / 1505
页数:11
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