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Journal of University of Chinese Academy of Sciences ›› 2008, Vol. 25 ›› Issue (5): 639-648.DOI: 10.7523/j.issn.2095-6134.2008.5.011

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A network vulnerability evaluation method based on Bayesian networks

CHEN Si-Si1, LIAN Yi-Feng1,2, Jia Wei3   

  1. 1State Key Laboratory of Information Security, Graduate University of Chinese Academy of Sciences, Beijing 100049, China;
    2 Institute of Software , Chinese Academy of Sciences, Beijing 100080, China; 3 Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei 230027, China
  • Received:1900-01-01 Revised:1900-01-01 Online:2008-09-15

Abstract: Network vulnerability evaluation is a hot topic of network security research. In this paper we analyze and compare the existing network security model and quantitative assessment methods. Considering all the security-related factors of network in vulnerability evaluation, we propose a set of evaluation metrics that includes reliability parameters of network, criticality parameters of network, lowest degree minimal path set and lowest degree minimal cut set .We also propose a new method of quantitative assessment based on Bayesian network. Finally we give an example to simulate the net-attack using SPIN and validate vulnerability evaluation indices and methods. The result shows that the method and the evaluation indices could evaluate and reflect the security state of network successfully.