An Intrusion Detection Scheme Based on Repeated Game in Smart Home
Joint Authors
Xia, Hui
Shao, Shu-shu
Ren, Hang
Cheng, Xiang-guo
Xu, Shuai
Zhang, Rui
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-09-17
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Telecommunications Engineering
Abstract EN
Smart Home brings a new people-oriented home life experience.
However, the edge devices in this system are facing severe threats such as data security and equipment safety.
To solve the above problems, this paper proposes an intrusion detection scheme based on repeated game.
We first use the K-Nearest Neighbors (KNN) algorithm to classify edge devices and equip the intrusion detection system to cluster heads.
Secondly, we use the regret minimization algorithm to determine the mixed strategy Nash equilibrium of the one-order game and then take a severe punishment strategy to domesticate malicious attackers.
Thirdly, the intrusion detection system can detect malicious attackers by reduction of payoff.
Finally, the detailed experimental results show that the proposed scheme can reduce the loss of attacked intrusion detection system and then achieve the purpose of defending against the attacker.
American Psychological Association (APA)
Zhang, Rui& Xia, Hui& Shao, Shu-shu& Ren, Hang& Xu, Shuai& Cheng, Xiang-guo. 2020. An Intrusion Detection Scheme Based on Repeated Game in Smart Home. Mobile Information Systems،Vol. 2020, no. 2020, pp.1-9.
https://search.emarefa.net/detail/BIM-1192525
Modern Language Association (MLA)
Zhang, Rui…[et al.]. An Intrusion Detection Scheme Based on Repeated Game in Smart Home. Mobile Information Systems No. 2020 (2020), pp.1-9.
https://search.emarefa.net/detail/BIM-1192525
American Medical Association (AMA)
Zhang, Rui& Xia, Hui& Shao, Shu-shu& Ren, Hang& Xu, Shuai& Cheng, Xiang-guo. An Intrusion Detection Scheme Based on Repeated Game in Smart Home. Mobile Information Systems. 2020. Vol. 2020, no. 2020, pp.1-9.
https://search.emarefa.net/detail/BIM-1192525
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1192525