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基于模糊层次分析的工业SCADA安全风险评估方法研究与应用

杨肖 杨力 杨子纯

计算机应用与软件2017,Vol.34Issue(5):54-60,7.
计算机应用与软件2017,Vol.34Issue(5):54-60,7.DOI:10.3969/j.issn.1000-386x.2017.05.010

基于模糊层次分析的工业SCADA安全风险评估方法研究与应用

RESEARCH AND APPLICATION OF INDUSTRIAL SCADA SECURITY RISK ASSESSMENT METHOD BASED ON FUZZY AHP

杨肖 1杨力 1杨子纯1

作者信息

  • 1. 西南石油大学计算机科学学院 四川 成都 610500
  • 折叠

摘要

Abstract

The security defense of supervisory control and data acquisition (SCADA) is paid more and more attention, and risk assessment is an important ways to prevent the occurrence of accident risk and ensure its security.In order to solve the problem of the traditional assessment method and the human factors, an SCADA system security risk assessment method based on fuzzy comprehensive evaluation is proposed.Firstly, the safety assessment index system is established, then the influence of the subordinate system between the three levels of the criteria layer, the index layer and the target layer on the weights of the superiors is obtained through the analytic hierarchy process.Then through the expert scoring method, combined with the fuzzy mathematics theory, the membership function is adopted to get the security membership degree of each index, and finally the multilevel evaluation of the multidimensional and multi-factor is realized.The experimental results show that the fuzzy comprehensive evaluation can solve the problem of quantitative and qualitative mutual conversion, so that the assessment method can be more consistent with the actual situation,thereby improving the accuracy of safety assessment.It also enables site staff to make more correct decision about SCADA system safety, thereby increasing productivity and reducing the probability of accidents as much as possible,while benefiting the business as well as the nation.

关键词

模糊评判/SCADA/信息安全/多维多因素/层次分析法

Key words

Fuzzy evaluation/SCADA/Information security/Multidimensional and multi-factor/AHP

分类

信息技术与安全科学

引用本文复制引用

杨肖,杨力,杨子纯..基于模糊层次分析的工业SCADA安全风险评估方法研究与应用[J].计算机应用与软件,2017,34(5):54-60,7.

基金项目

国家自然科学基金项目(61175122) (61175122)

四川省教育厅重点项目(15ZA0049) (15ZA0049)

国家大学生创新创业基金. ()

计算机应用与软件

OA北大核心CSTPCD

1000-386X

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