SBTMS: Scalable Blockchain Trust Management System for VANET

被引:16
作者
Ghovanlooy Ghajar, Fatemeh [1 ,2 ]
Salimi Sratakhti, Javad [2 ]
Sikora, Axel [1 ]
机构
[1] Offenburg Univ Appl Sci, Inst Reliable Embedded Syst & Commun Elect IvESK, D-77652 Offenburg, Germany
[2] Univ Kashan, Dept Elect & Comp Engn, Kashan 8731753153, Iran
来源
APPLIED SCIENCES-BASEL | 2021年 / 11卷 / 24期
关键词
VANET; blockchain-based system; sharding algorithm; trust management system; REPUTATION; INTERNET;
D O I
10.3390/app112411947
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
With many advances in sensor technology and the Internet of Things, Vehicle Ad Hoc Network (VANET) is becoming a new generation. VANET's current technical challenges are deploying decentralized architecture and protecting privacy. Because Blockchain features are decentralized, distributed, mass storage, and non-manipulation features, this paper designs a new decentralized architecture using Blockchain technology called Blockchain-based VANET. Blockchain-based VANET can effectively resolve centralized problems and mutual distrust between VANET units. To achieve this, it is needed to provide scalability on the blockchain to run for VANET. In this system, our focus is on the reliability of incoming messages on the network. Vehicles check the validity of the received messages using the proposed Bayesian formula for trust management system and some information saved in the Blockchain. Then, based on the validation result, the vehicle computes a rate for each message type and message source vehicle. Vehicles upload the computed rates to Roadside Units (RSUs) in order to calculate the net reliability value. Finally, RSUs using a sharding consensus mechanism generate blocks, including the net reliability value as a transaction. In this system, all RSUs collaboratively maintain the latest updated Blockchain. Our experimental results show that the proposed system is effective, scalable and dependable in data gathering, computing, organization, and retrieval of trust values in VANET.
引用
收藏
页数:17
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