DocumentCode :
3100247
Title :
An evolutionary game analysis of the interaction with firewall and intrusion detection system
Author :
Yin, Ying ; Xia, Zi-chao
Author_Institution :
Electron. Eng. Dept., Shanghai JiaoTong Univ., Shanghai, China
Volume :
5
fYear :
2009
fDate :
12-15 July 2009
Firstpage :
2787
Lastpage :
2791
Abstract :
This paper makes study of interaction with firewall and intrusion detection system and presents the game theory model of interaction between these two systems and factors that play important roles in the process of interaction between them. In addition, a new interaction system is also discussed, which is based on decision-making modules. This paper introduces the analysis of evolutionary game theory into the study of active protection mechanism of security system in creative way. It breaks through the conventional game theory and creatively regards that behavior subject of game theory model are bounded rational group which is comprised by many participators, and pays more attention to the strategy adjustment process of participators and the stability they could keep. The profit matrix referred in the paper is set up in cost-benefit setting mode. It puts response cost factor into consideration during active strategy movement of network security system devices, which has a great practical value.
Keywords :
authorisation; decision making; game theory; decision-making modules; evolutionary game analysis; firewall system; game theory model; intrusion detection system; network security system devices; profit matrix; security system protection mechanism; Costs; Cybernetics; Decision making; Electronic mail; Game theory; Information analysis; Information security; Intrusion detection; Machine learning; Protection; Evolutionary game theory; firewall; intrusion detection system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location :
Baoding
Print_ISBN :
978-1-4244-3702-3
Electronic_ISBN :
978-1-4244-3703-0
Type :
conf
DOI :
10.1109/ICMLC.2009.5212647
Filename :
5212647
Link To Document :
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