Network Security Situation Assessment Based on Stochastic Game Model

被引:0
|
作者
Zhang, Boyun [1 ,2 ]
Chen, Zhigang [2 ]
Tang, Wensheng [4 ]
Fan, Qiang [1 ]
Yan, Xiai [1 ]
Wang, Shulin [3 ]
机构
[1] Hunan Police Acad, Dept Comp Sci & Technol, Changsha 410138, Hunan, Peoples R China
[2] Cent S Univ, Sch Informat Sci & Engn, Changsha 410138, Hunan, Peoples R China
[3] Hunan Univ, Sch Comp & Commun, Changsha 410082, Hunan, Peoples R China
[4] Hunan Univ, Dept Comp Teach, Changsha 410081, Hunan, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
network security; network security situation assessment; stochastic game theory; risk evaluation;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
From the perspective of game theory, this paper studies the information security problem, establishes an offense and defense game model of information security, and puts forward a quantitative evaluation algorithm of network security based on stochastic game model. It makes use of the network administrator's evaluation of network equipment's importance to determine the game parameters, analyze Nash equilibrium and work out Nash strategy of the attacker and the defender so as to obtain the probability distribution when network is in different secure states and finally get the evaluation results of network security situation through quantitative analysis. The game model of the attacker and the defender put forward in this paper provides a new idea for solving information security problem in reality.
引用
收藏
页码:517 / +
页数:3
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