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
相关论文
共 50 条
  • [21] Network Security Risk Assessment Model and Method Based on Situation Awareness and CORAS
    Qi, Yong
    Wang, Yan
    Li, Qianmu
    INSTRUMENTATION, MEASUREMENT, CIRCUITS AND SYSTEMS, 2012, 127 : 191 - 204
  • [22] Network Security Situation Assessment Based on Hidden Semi-Markov Model
    Zhang, Boyun
    Chen, Zhigang
    Yan, Xiai
    Wang, Shulin
    Fan, Qiang
    ADVANCED INTELLIGENT COMPUTING, 2011, 6838 : 509 - +
  • [23] Network security situation assessment based on data fusion
    Liu Mixia
    Zhang Qiuyu
    Zhao Hong
    Yu Dongmei
    FIRST INTERNATIONAL WORKSHOP ON KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2007, : 542 - 545
  • [24] A Security Situation Assessment Method Based on Neural Network
    Tang, Xiangyan
    Chen, Meizhu
    Cheng, Jieren
    Xu, Jinying
    Li, Hui
    CYBERSPACE SAFETY AND SECURITY, PT II, 2019, 11983 : 579 - 587
  • [25] Research on Network Security Situation Prediction Based on Markov Game Theory
    Yong, Wang
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2016, 10 (09): : 301 - 308
  • [26] A New Model for Network Security Situation Assessment of the Industrial Internet
    Cheng, Ming
    Li, Shiming
    Wang, Yuhe
    Zhou, Guohui
    Han, Peng
    Zhao, Yan
    CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 75 (02): : 2527 - 2555
  • [27] Network Efficacy Evaluation Based on AHP for Network Security Situation Assessment
    Yuan, Zhichao
    Yao, Shan
    Xia, Chunhe
    Xiang, Shuang
    PROCEEDINGS OF THE 2016 6TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS, ENVIRONMENT, BIOTECHNOLOGY AND COMPUTER (MMEBC), 2016, 88 : 797 - 800
  • [28] A Cost-Sensitive Entropy-Based Network Security Situation Assessment Model
    Leau, Yu-Beng
    Manickam, Selvakumar
    ADVANCED SCIENCE LETTERS, 2016, 22 (10) : 2865 - 2870
  • [29] Network Security Situation Assessment Model of New Power Systems Based on Threat Intelligence
    Zhang, Yi
    Li, Yuancheng
    International Journal of Network Security, 2024, 26 (06) : 973 - 984
  • [30] A Model of Network Security Situation Assessment Based on BPNN Optimized by SAA-SSA
    Zhang, Ran
    Pan, Zhihan
    Yin, Yifeng
    Cai, Zengyu
    INTERNATIONAL JOURNAL OF DIGITAL CRIME AND FORENSICS, 2022, 14 (02)