聚类分析在DoS攻击检测和防护中的研究和应用

Cluster Analysis in DoS Attack Detection and Defense

网络入侵检测数据集的特征属性是衡量网络入侵状况的重要指标,对其进行分析研究可以深入了解网络入侵现状及其规律。使用Weka软件的聚类分析挖掘算法,把拒绝服务攻击类型中按照特征属性的相似性分为六类,并分析了各类的特点。

Intrusion detection data set of attributes is a measure of network intrusion in the important indicators,carries on the analysis to the in-depth understanding of network intrusion status and law.Using the software Weka cluster analysis algorithm,the denial of service attack types according to the features of attribute similarity is divided into 6 categories,and analyzes all kinds of characteristics.