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Behavior analysis and blockchain based trust management in VANETs.

Authors :
Liu, Han
Han, Dezhi
Li, Dun
Source :
Journal of Parallel & Distributed Computing. May2021, Vol. 151, p61-69. 9p.
Publication Year :
2021

Abstract

The development of vehicular ad hoc networks (VANETs) is facing great challenges. Due to the open environment in VANETs, the false information sent by malicious vehicles not only affects the fairness of information interaction but also seriously threatens the driving safety of normal vehicles. Therefore, the study of trust evaluation and management in VANETs has become hot topics in recent years. In this paper, we propose a trust management model of VANETs based on blockchain. In this model, a hidden markov model (HMM) based vehicle trust evaluation method that improve the accuracy on the detection of malicious behavior is proposed. Besides, a trust management method based on the alliance chain is designed, which greatly improves the efficiency of trust updating and querying on the premise of security. Simulation results show that the model is promising and feasible, effective in the aspects of trust evaluation and trust management. [Display omitted] • We analyze the issues associated to the problem stated, and put forward the system model, attack model, and assumptions of the VANETs. • We propose a vehicle trust evaluation algorithm based on the HMM model with higher accuracy and better application value in the current environment of extreme computing performance. • We propose a trust management method based on hyperledger fabric, which improves the overall efficiency of the trust management and ensures better security. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
07437315
Volume :
151
Database :
Academic Search Index
Journal :
Journal of Parallel & Distributed Computing
Publication Type :
Academic Journal
Accession number :
149155623
Full Text :
https://doi.org/10.1016/j.jpdc.2021.02.011