中圖分類號：TP393.08
文獻標識碼：A
DOI:10.19358/j.issn.2097-1788.2023.08.006
引用格式：王紹杰，祁斌，萬佳蓉.一種新的基于形式概念分析的漏洞分析預處理方法［J］.網絡安全與數(shù)據(jù)治理，2023，42（8）：34-39.

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

Abstract： 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.

Key words : vulnerability analysis; data preprocessing; formal concept analysis