基于加权移动窗口入侵检测系统模型

Based on weighted moving window method of intrusion detection model design

本文首先简要介绍了移动窗口的工作原理,加权的移动窗口概念及原理。该方法能够识别并适应概念飘移,根据数据流的概念漂移的状况自动调整训练窗口并对检测模式进行及时的更新,从而可以作为一种入侵检测的方法。在该理论的基础之上设计了基于加权移动窗口入侵检测系统模型,实现了该框架的一个系统原型。

This paper briefly describes the works of the moving window and weighted moving window concept and principle. It also can automatically adjusts itself according to situation of data flow by training the window to update timely. In view of these advantages, it can be used as a method of intrusion detection to ensure theconUnuous data t]ows to be focused in classification processing of intrusion detection. Based on this principle, a weighted moving window method of intrusion detection are designed.