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Design of a Data Security Access Control Algorithm for the Electric Vehicle Internet of Vehicles Based on Blockchain Technology

Authors :
Jia Miao
Source :
World Electric Vehicle Journal, Vol 13, Iss 7, p 111 (2022)
Publication Year :
2022
Publisher :
MDPI AG, 2022.

Abstract

The data transmission in the vehicle network is easily interfered with by the outside world, which makes the security of data access difficult to provide in order to meet the actual needs. Therefore, a data security access control algorithm for an electric vehicle network based on blockchain technology is proposed. Using the double-chain architecture of an alliance chain-private chain in a blockchain, the distributed database of data communication for vehicle networking is constructed. In the process of vehicle network communication, the long short-term memory neural network is introduced to analyze the risk of communication behavior. A generator and discriminator are used to avoid communication risk behavior and realize secure access to data. The experimental results show that the success rate of data tampering is lower than 0.09 when this design method is used to deal with external intrusion, and it has high security.

Details

Language :
English
ISSN :
20326653
Volume :
13
Issue :
7
Database :
Directory of Open Access Journals
Journal :
World Electric Vehicle Journal
Publication Type :
Academic Journal
Accession number :
edsdoj.f416a0ffd57a4edb8522ce77ffbca1e2
Document Type :
article
Full Text :
https://doi.org/10.3390/wevj13070111