基于DEMATEL技术的多版本软件系统漏洞严重程度排序

Swati Narang, P. K. Kapur, D. Damodaran, R. Majumdar
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引用次数: 2

摘要

软件漏洞对软件系统的安全构成了很大的威胁。研究人员一直致力于在脆弱性固定之前降低其带来的风险。根据这些漏洞的严重程度和严重性对其进行优先处理是朝着这个方向迈出的重要一步。在连续版本中反复出现并且相互依赖的漏洞似乎是非常关键的。本文主要关注在n版本软件中反复出现的相互依赖的漏洞类型。我们的重点是提出一个因果关系图使用MCDM技术(多标准决策)的脆弱性优先级。我们在这里选择使用的MCDM技术是DEMATEL,即决策试验和评估实验室,用于对这些相互依赖的漏洞进行优先排序,并使用图表倡导因果关系。发现严重程度,根据严重程度排序,通过DEMATEL提出因果关系似乎是一种更实用的方法,也是一种更好的排序解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Prioritizing Types of Vulnerability on the Basis of their Severity in Multi-version Software Systems using DEMATEL Technique
Software Vulnerabilities presents high risk to the software system’s security. Researchers have been working on risk reduction posed by vulnerabilities before its fixation. Prioritizing the fixation of these vulnerabilities on the basis of their criticality and severity is an important step in this direction. The vulnerabilities which occur repeatedly in consecutive versions and are interdependent on each other seems to be highly critical. This paper focuses on types of vulnerabilities interdependent on each other occurring again and again in an n-version software. Our focus is to propose a cause effect diagram using an MCDM technique (multi-criteria decision-making) for vulnerability prioritization. The MCDM technique which we chose to use here is DEMATEL i.e., decision-making trial and evaluation laboratory for prioritization of these interdependent vulnerabilities and advocating a cause-effect relationship using diagram. Finding of severity, prioritization according to that severity measure, proposing of cause-effect relationship obtained through DEMATEL seems to be a more practical approach and a better solution of prioritization.
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