计算机与数字工程2024，Vol.52Issue(1)：201-205,239,6.DOI:10.3969/j.issn.1672-9722.2024.01.033
基于凝聚层次聚类算法的ATT&CK模型改进
Improvement of ATT&CK Model Based on Agglomerative Hierarchical Clustering Algorithm
摘要
Abstract
In the process of applying the ATT&CK model(network attack model)to network security threat analysis,the tech-nology set provided by the ATT&CK model is too complicated.In view of the complexity of the ATT&CK model's application,this paper conducts a clustering study on the model's technology set for simplification,and proposes a model improvement method based on the clustering algorithm.First,the ATT&CK model's technology set is quantified and the clustering trend assessment is per-formed,and then agglomerated hierarchical clustering algorithm is applied to the data to obtain simplified clustering results,and fi-nally the effectiveness of the model improvement is verified through experiments.关键词
网络攻击模型/ATT&CK/聚类算法/凝聚层次聚类Key words
network attack model/ATT&CK/clustering algorithm/agglomerated hierarchical clustering分类
信息技术与安全科学引用本文复制引用
徐明迪,崔峰..基于凝聚层次聚类算法的ATT&CK模型改进[J].计算机与数字工程,2024,52(1):201-205,239,6.
