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A generic cyber defense scheme based on stackelberg game for vehicular network

Abstract : The main purpose of the vehicular networks is ensuring road safety while providing passengers comfort. Thus, information security is one of the most important issues, which attracts researchers attention. Thereby, in this paper we propose a generic cyber defense scheme based on Stackelberg game to secure the vehicular network against cyber-attackers. In this game, we define two different players, the leader agent and follower agents which collaborate between each other to secure the vehicle node. The follower agents are Intrusion Detection System (IDS), Intrusion Prevention System (IPS) and Intrusion Reaction System (IRS) which aim to detect, predict and react respectively against the suspected node. The leader agent is the Intrusion Decision Agent (IDA), which has the capability to launch the IDS, IPS and IRS by taking into account the overhead and processing delay. Simulation resultants show that, our security scheme exhibits a low false positive and false negative rates, while generating a low overhead and delay as compared to the current detection and predication frameworks.
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Contributor : Witold Klaudel Connect in order to contact the contributor
Submitted on : Monday, August 24, 2020 - 7:07:06 PM
Last modification on : Tuesday, August 25, 2020 - 5:56:02 PM




Hichem Sedjelmaci, Imane Horiya Brahmi, Aymen Boudguiga, Witold Klaudel. A generic cyber defense scheme based on stackelberg game for vehicular network. 2018 15th IEEE Annual Consumer Communications & Networking Conference (CCNC), Jan 2018, Las Vegas, France. pp.1-6, ⟨10.1109/CCNC.2018.8319229⟩. ⟨hal-02920658⟩



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