Performance Analysis of Behavior-based Solutions in Vehicular Networks

Alnasser, Aljawharah; Sun, Hongjian

doi:10.1109/infcomw.2018.8406818

Performance Analysis of Behavior-based Solutions in Vehicular Networks

Alnasser, Aljawharah; Sun, Hongjian

Authors

Aljawharah Alnasser

Professor Hongjian Sun hongjian.sun@durham.ac.uk
Professor

Abstract

Transportation systems require communication network for achieving safe traffic and efficient transportation. As a result, vehicles become exposed to either internal or external attacks. Various behavior-based methods were proposed to protect vehicular networks against internal attacks. In this paper, we propose two behavior-based models that apply different methods which are weighted-sum and fuzzy logic. We conduct various experiments using different communication and behavioral scenarios. In addition, we analyse the results to measure the performance of both methods. Simulation results show that weighted-sum method outperforms fuzzy logic in vehicular networks. A comparison result presents that the detection rate improves for weighted-sum method with almost all scenarios. Indeed, the detection rate for scenario B.1, when there is no direct communication with malicious node, is improved by at least 27%.

Citation

Alnasser, A., & Sun, H. (2018). Performance Analysis of Behavior-based Solutions in Vehicular Networks. In IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) : Honolulu, Hawaii, USA 15-19 April 2018 (736-741). https://doi.org/10.1109/infcomw.2018.8406818

Conference Name	IEEE International Conference on Computer Communications (INFOCOM 2018)
Conference Location	Honolulu, HI, USA
Start Date	Apr 15, 2018
End Date	Apr 19, 2018
Acceptance Date	Feb 12, 2018
Online Publication Date	Jul 9, 2018
Publication Date	Jul 9, 2018
Deposit Date	Jun 4, 2018
Publicly Available Date	Jun 5, 2018
Publisher	Institute of Electrical and Electronics Engineers
Pages	736-741
Book Title	IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) : Honolulu, Hawaii, USA 15-19 April 2018.
ISBN	9781538659809
DOI	https://doi.org/10.1109/infcomw.2018.8406818

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