基于小波核支撑矢量机的入侵检测方法

Intrusion Detection Methodology of SVM of Wavelet Kernel-based

文中将小波和支撑矢量机相结合的技术应用到了入侵检测方面,建立了入侵检测系统。利用小波技术提高支撑矢量机的分类精度,减小误警率。仿真实验验证了基于小波的支撑矢量机用于入侵检测具有较佳的效果。

In this paper,the technology of wavelet and SVM is applied to the intrusion detection.Set up the intrusion detection.Have improved the precision of SVM using the wavelet.An experiment gain a good result.It indicates it is good that the SVM of wavelet-based applied to the intrusion detection.