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基于粗糙集和D-S证据理论的系统安全评估

陈超 陈性元 杨英杰 汪永伟

计算机工程Issue(10):138-142,5.
计算机工程Issue(10):138-142,5.DOI:10.3969/j.issn.1000-3428.2013.10.029

基于粗糙集和D-S证据理论的系统安全评估

System Security Assessment Based on Rough Set and D-S Evidence Theory

陈超 1陈性元 2杨英杰 1汪永伟2

作者信息

  • 1. 解放军信息工程大学三院,郑州 450004
  • 2. 河南省信息安全重点实验室,郑州 450004
  • 折叠

摘要

Abstract

Aiming at the problem that traditional security management system can not reflect the security status of the entire system, a method based on rough set and D-S evidence theory is presented. It uses attribute reduction and attribute values reduction in rough set theory to optimize the evaluation indicators and get the simplest rules, determines the value of the evidence in the rough set and D-S theory combination rules according to the importance of the attribute in the decision table, gets Basic Probability Assignment(BPA) based on the decision table and establishes a system security assessment model. Experimental result shows that this method can optimize evaluation indicators, get the simplest rules, and improve the reliability of security assessment.

关键词

粗糙集/属性约简/D-S理论/安全评估/基本概率分配/合成公式

Key words

rough set/attribute reduction/D-S theory/security assessment/Basic Probability Assignment(BPA)/combination formula

分类

信息技术与安全科学

引用本文复制引用

陈超,陈性元,杨英杰,汪永伟..基于粗糙集和D-S证据理论的系统安全评估[J].计算机工程,2013,(10):138-142,5.

基金项目

国家“863”计划基金资助项目(2009AA01Z438);河南省基础与前沿技术研究计划基金资助项目(102300413203) (2009AA01Z438)

计算机工程

OACSCDCSTPCD

1000-3428

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