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:: Volume 5, Issue 2 (12-2021) ::
C4I Journal 2021, 5(2): 78-95 Back to browse issues page
A Model for Intrusion Detection in Internet of Things Using Partnership Game
Ali Salimi * , Majid Ghayoori Sales
Imam Hussain Comprehensive University
Abstract:   (1795 Views)
Resource challenge is one of the existing challenges in intrusion detection systems in internet of things. It includes limited access to resources and also high resource consumption problem. To overcome this challenge, some researches focused on optimized enabling of IDSs. In this way, defender-attacker relation is modeled as a game, using game theory, and then, defender node decides about amount or time of its IDS enabling. However, in previous works, the game consists of one defender and one attacker as players and defender-defender relation is ignored. In this research, we provide a method for modeling intrusion detection in IoT using Partnership game, in which our concern is defender-defender relation. In this method, defender node tries to make best choice about amount of its IDS enabling, considering revenue from securing network, cost from consuming resources, and also other defender nodes behavior in the game. Finally, we demonstrate that using this model, defender nodes can decrease their resource cost, cooperatively and rationally.
Keywords: Internet of Things, Intrusion Detection, Resource Challenge, Game Theory, Partnership Game
Full-Text [PDF 389 kb]   (285 Downloads)    
Type of Study: Research | Subject: Information and Communication Security
Received: 2021/08/3 | Accepted: 2021/12/8 | Published: 2022/03/13
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Salimi A, Ghayoori Sales M. A Model for Intrusion Detection in Internet of Things Using Partnership Game. C4I Journal 2021; 5 (2) :78-95
URL: http://ic4i-journal.ir/article-1-282-en.html


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Volume 5, Issue 2 (12-2021) Back to browse issues page
فصلنامه علمی-پژوهشی فرماندهی و کنترل C4I Journal

 
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