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Game Theoretical Method for Anomaly-Based Intrusion Detection
Joint Authors
Xu, Guoai
Wang, Zhiyong
Sun, Dawei
Xu, Shengwei
Yin, Yongfeng
Zhang, Miao
Source
Security and Communication Networks
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-09-04
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Information Technology and Computer Science
Abstract EN
In this paper, the game theoretical analysis method is presented to provide optimal strategies for anomaly-based intrusion detection systems (A-IDS).
A two-stage game model is established to represent the interactions between the attackers and defenders.
In the first stage, the players decide to do actions or keep silence, and in the second stage, attack intensity and detection threshold are considered as two important strategic variables for the attackers and defenders, respectively.
The existence, uniqueness, and explicit computation of the Nash equilibrium are analyzed and obtained by considering six different scenarios, from which the optimal detection and attack actions are provided.
Numerical examples are provided to validate our theoretical results.
American Psychological Association (APA)
Wang, Zhiyong& Xu, Shengwei& Xu, Guoai& Yin, Yongfeng& Zhang, Miao& Sun, Dawei. 2020. Game Theoretical Method for Anomaly-Based Intrusion Detection. Security and Communication Networks،Vol. 2020, no. 2020, pp.1-10.
https://search.emarefa.net/detail/BIM-1208599
Modern Language Association (MLA)
Wang, Zhiyong…[et al.]. Game Theoretical Method for Anomaly-Based Intrusion Detection. Security and Communication Networks No. 2020 (2020), pp.1-10.
https://search.emarefa.net/detail/BIM-1208599
American Medical Association (AMA)
Wang, Zhiyong& Xu, Shengwei& Xu, Guoai& Yin, Yongfeng& Zhang, Miao& Sun, Dawei. Game Theoretical Method for Anomaly-Based Intrusion Detection. Security and Communication Networks. 2020. Vol. 2020, no. 2020, pp.1-10.
https://search.emarefa.net/detail/BIM-1208599
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1208599