基于扩展K均值算法的入侵检测模型

An Intrusion Detection Model Based on Extended K-Means Algorithm

该文提出了一个基于扩展K均值算法的入侵检测模型。首先介绍了入侵检测研究的发展概况以及K均值算法及其扩展版本。接着描述了基于扩展K均值算法的入侵检测模型。最后,通过实验仿真利用KDD Cup1999数据集对模型的效能进行了验证。

This paper presents an intrusion detection model based on extended K-Means algorithm.First,the research progress of intrusion detection is mentioned,K-Means algorithm and its extended version is introduced.Then the model of an Intrusion Detection System based on extended K-Means is presented.Finally,a simulation experiment using the KDD Cup 1999 Dataset is given to illustrate the efficiency of this model.