基于数据挖掘的网络安全审计技术研究

Research of the Network Security Audit System Based on Data Mining

将网络安全审计视为一种数据分析的过程,以网络环境中大量的安全责任日志数据为分析对象,综合运用数据挖掘中的预处理、关联、序列、分类、聚类等技术,提出了网络安全审计系统的基本架构,重点对适用于审计数据挖据的相关算法进行了应用分析。

In this paper,network security audit was studied as a data analysis process,logs in the network environment is the important data source,some main data mining techniques was considered such as Preprocess,Association,Sequential,Classification,Clustering,a basic structure of network security audit system was proposed and the algorithms for audit data mining was discussed.