摘要
提出一种新的基于聚类挖掘的入侵检测方法。通过将入侵检测方法中的协议分析技术应用于数据清洗中,使得聚类数据挖掘理论与入侵检测实践更加贴近。此外,它还对聚类数据挖掘中的一些经典算法进行了扩展,以增强入侵检测的决策分析的能力。
A new clustering mining-based intrusion detection method is suggested.Protocol analysis technique in intrusion detection method is suggested to be attached to the data washing,which makes the hypothesis of clustering data mining technique much closer to the practices of intrusion detection.In addition,some classical algorithms of the clustering data mining are expanded in this new method to enhance the ability of decision-making and analysis on intrusion detection.
出处
《计算机应用与软件》
CSCD
2010年第4期133-136,共4页
Computer Applications and Software
基金
广东省科技计划项目(2006B15401002)
关键词
入侵检测
数据挖掘
聚类
协议分析
Intrusion detection Data mining Clustering Protocol analysis
