一种新的基于形式概念分析的漏洞分析预处理方法

A new preprocessing method for vulnerability analysis based on formal concept analysis

漏洞分析技术已经成为企业应对安全问题的一个研究重点,通过对系统中已有漏洞进行分析,可以帮助企业和相关工作人员熟悉漏洞的特点与产生原因,甚至可以快速、高效地发现未知漏洞,避免资产损失。针对漏洞分析技术中漏洞预处理过程展开研究,提出一种新的基于形式概念分析的漏洞分析预处理方法,实现了对已有漏洞根据其特征快速进行聚类,并以图形化界面直观展示给用户的功能。实验表明新的漏洞分析预处理方法可以快速、准确地获得漏洞之间的所有关联,为用户进一步分析漏洞提供基础,符合企业及相关人员使用需求。

Vulnerability analysis technology has become a research focus for enterprises to deal with security issues.By analyzing the existing vulnerabilities in the system,it can help enterprises and related staff to become familiar with the characteristics and causes of vulnerabilities,and even discover unknown vulnerabilities quickly and efficiently to avoid asset loss.This paper conducts research on the vulnerability preprocessing process in vulnerability analysis technology,and proposes a new vulnerability analysis preprocessing method based on formal concept analysis,which realizes the function of rapidly clustering existing vulnerabilities according to their vulnerability characteristics,and visually displaying them to users with graphical interface.Experimental results show that the new vulnerability analysis preprocessing method can quickly and accurately obtain all the correlations between vulnerabilities,which can provide a basis for users to further analyze vulnerabilities,and meet the needs of enterprises and related personnel.