Quantal Response Equilibrium-Based Strategies for Intrusion Detection in WSNs
Joint Authors
Li, Hongjie
Han, Risheng
Hu, Keli
Huang, Longjun
Cao, Qiying
Shen, Shigen
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-08-09
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Telecommunications Engineering
Abstract EN
This paper is to solve the problem stating that applying Intrusion Detection System (IDS) to guarantee security of Wireless Sensor Networks (WSNs) is computationally costly for sensor nodes due to their limited resources.
For this aim, we obtain optimal strategies to save IDS agents’ power, through Quantal Response Equilibrium (QRE) that is more realistic than Nash Equilibrium.
A stage Intrusion Detection Game (IDG) is formulated to describe interactions between the Attacker and IDS agents.
The preference structures of different strategy profiles are analyzed.
Upon these structures, the payoff matrix is obtained.
As the Attacker and IDS agents interact continually, the stage IDG is extended to a repeated IDG and its payoffs are correspondingly defined.
The optimal strategies based on QRE are then obtained.
These optimal strategies considering bounded rationality make IDS agents not always be in Defend.
Sensor nodes’ power consumed in performing intrusion analyses can thus be saved.
Experiment results show that the probabilities of the actions adopted by the Attacker can be predicted and thus the IDS can respond correspondingly to protect WSNs.
American Psychological Association (APA)
Shen, Shigen& Hu, Keli& Huang, Longjun& Li, Hongjie& Han, Risheng& Cao, Qiying. 2015. Quantal Response Equilibrium-Based Strategies for Intrusion Detection in WSNs. Mobile Information Systems،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1072698
Modern Language Association (MLA)
Shen, Shigen…[et al.]. Quantal Response Equilibrium-Based Strategies for Intrusion Detection in WSNs. Mobile Information Systems No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1072698
American Medical Association (AMA)
Shen, Shigen& Hu, Keli& Huang, Longjun& Li, Hongjie& Han, Risheng& Cao, Qiying. Quantal Response Equilibrium-Based Strategies for Intrusion Detection in WSNs. Mobile Information Systems. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1072698
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1072698