Performance Analysis of Behavior-based Solutions in Vehicular Networks

Alnasser, Aljawharah; Sun, Hongjian

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

• Presentation Conference Type: Conference Paper (Published)
• Conference Name: IEEE International Conference on Computer Communications (INFOCOM 2018)
• 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
• Public URL: https://durham-repository.worktribe.com/output/1144626