DocumentCode :
2896710
Title :
A Decision-Support Model for Information Systems Based on Situational Awareness
Author :
Hu He ; Wang Xiaojing ; Yang Xin
Author_Institution :
Lab. for Comput. Network Defense Technol., Beijing Inst. of Technol., Beijing, China
Volume :
2
fYear :
2009
fDate :
18-20 Nov. 2009
Firstpage :
405
Lastpage :
408
Abstract :
The research proposed an approach that based on situational awareness to make decisions about the protection and defense against cyber attacks. The statistics of the situational awareness system outputs were formalized and described. Strategy sets of each player were set according to the system states. Cost-benefit factors were considered comprehensively to calculate the payoffs of each player. The best strategy is determined based on Bayesian Nash equilibrium. On one hand, the best strategy was based on the working status of network system and critical equipments; on the other hand the payoffs of the players were calculated comprehensively. The model deals well with the attack´s intents and the alternation of strategies, and takes account of incentives of system and attacker across-the-board. The experimental results show that the model can effectively improve the accuracy and effectiveness of network defense.
Keywords :
decision support systems; game theory; information systems; security of data; Bayesian Nash equilibrium; cyber attacks protection; decision support model; information systems; situational awareness system; Bayesian methods; Computer networks; Costs; Decision making; Game theory; Information security; Information systems; Multimedia systems; Nash equilibrium; Protection; Bayesian Nash equilibrium; Bayesian game; decision making; situational awareness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Information Networking and Security, 2009. MINES '09. International Conference on
Conference_Location :
Hubei
Print_ISBN :
978-0-7695-3843-3
Electronic_ISBN :
978-1-4244-5068-8
Type :
conf
DOI :
10.1109/MINES.2009.130
Filename :
5368256
Link To Document :
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