A method to detect intrusion into the Internet of Things using game theory

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Article Type:
Research/Original Article (دارای رتبه معتبر)
Abstract:

The Internet of Things is an emerging technology that integrates the Internet and physical intelligent objects, objects that cover a wide range of areas such as smart homes and cities, industrial and military processes, human health, business and agriculture. belongs to. IoT technology deepens the presence of Internet-connected devices in our day-to-day operations, bringing many benefits to the quality of life, as well as security-related challenges. Accordingly, IoT security solutions should be developed; Like other networks, IoT intrusion detection systems are the most important security too In the present study, a method is proposed to detect IoT intrusion using game theory. In the proposed method, the attacker security attack game and the behavior of the intrusion detection system in a two-player, non-participatory game are analyzed dynamically and with complete information, and the equilibrium solutions are obtained for specific sub-games. Analysis of best response parameters using game theory and Nash equilibrium definitions indicates the need to use cloud-fog-based IoT intrusion detection systems by providing optimal strategies and reporting maximum attacks by the smart node network. The proposed model.

Language:
Persian
Published:
Journal of Electronic and Cyber Defense, Volume:10 Issue: 1, 2022
Pages:
21 to 31
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