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

Malik, N; Nanda, P; He, X; Liu, RP

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

Malik, N Nanda, P

He, X

Liu, RP

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Publisher:: Springer Science and Business Media LLC
Publication Type:: Journal Article
Citation:: Wireless Networks, 2020, 26, (6), pp. 4207-4226
Issue Date:: 2020-08-01

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Field	Value	Language
dc.contributor.author	Malik, N
dc.contributor.author	Nanda, P https://orcid.org/0000-0002-5748-155X
dc.contributor.author	He, X https://orcid.org/0000-0001-8962-540X
dc.contributor.author	Liu, RP
dc.date.accessioned	2020-08-19T02:13:55Z
dc.date.available	2020-08-19T02:13:55Z
dc.date.issued	2020-08-01
dc.identifier.citation	Wireless Networks, 2020, 26, (6), pp. 4207-4226
dc.identifier.issn	1022-0038
dc.identifier.issn	1572-8196
dc.identifier.uri	http://hdl.handle.net/10453/142217
dc.description.abstract	© 2020, Springer Science+Business Media, LLC, part of Springer Nature. 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.
dc.language	en
dc.publisher	Springer Science and Business Media LLC
dc.relation.ispartof	Wireless Networks
dc.relation.isbasedon	10.1007/s11276-020-02325-z
dc.rights	info:eu-repo/semantics/closedAccess
dc.subject	0805 Distributed Computing, 0906 Electrical and Electronic Engineering, 1005 Communications Technologies
dc.subject.classification	Networking & Telecommunications
dc.title	Vehicular networks with security and trust management solutions: proposed secured message exchange via blockchain technology
dc.type	Journal Article
utslib.citation.volume	26
utslib.for	0805 Distributed Computing
utslib.for	0906 Electrical and Electronic Engineering
utslib.for	1005 Communications Technologies
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Strength - CRIN - Realtime Information Networks
pubs.organisational-group	/University of Technology Sydney/Strength - INEXT - Innovation in IT Services and Applications
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Electrical and Data Engineering
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Strength - GBDTC - Global Big Data Technologies
utslib.copyright.status	closed_access	*
dc.date.updated	2020-08-19T02:13:32Z
pubs.issue	6
pubs.publication-status	Published
pubs.volume	26
utslib.citation.issue	6

Abstract:

© 2020, Springer Science+Business Media, LLC, part of Springer Nature. 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.

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http://hdl.handle.net/10453/142217