Vehicular networks with security and trust management solutions: proposed secured message exchange via blockchain technology

Nisha Malik, Priyadarsi Nanda, Xiangjian He, Ren Ping Liu

Research output: Journal PublicationArticlepeer-review

15 Citations (Scopus)

Abstract

In vehicular ad hoc networks (VANET), effective trust establishment with authentication is an important requirement. Trust management among communicating vehicles is significant for secure message transmission; however, very less contributions have been made towards evaluating the trustworthiness of the node. This research work intends to introduce a new trust management system in VANET with two major phases: secured message transmission and node trustability prediction. The security assured message passing is carried out by incorporating the privacy preservation model under the data sanitization process. The key used for the sanitization process is optimally tuned by a new hybrid algorithm termed Sea Lion Explored-Whale Optimization Algorithm, which is the combination of Whale Optimization Algorithm and Sea Lion Optimization Algorithm, respectively. The blockchain technology is assisted to handle the key generated by the nodes. Subsequently, the trustability of the node is evaluated under novel specifics “two-level evaluation process” with a rule-based and machine learning-based evaluation process. Finally, the performance of the proposed model is verified and proved over other conventional methods for certain measures.

Original languageEnglish
Pages (from-to)4207-4226
Number of pages20
JournalWireless Networks
Volume26
Issue number6
DOIs
Publication statusPublished - 1 Aug 2020
Externally publishedYes

Keywords

  • Data sanitization
  • Key generation
  • Optimization
  • Trust evaluation
  • VANET

ASJC Scopus subject areas

  • Information Systems
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

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