Research on intrusion detection based on an improved GHSOM

Research on intrusion detection based on an improved GHSOM

A novel technique based on an improved growing hierarchical self-organizing maps（GHSOM） neural network for intrusion detection was presented.The improved GHSOM could deal with a metric incorporating both numerical and symbolic data,and then improved efficiency of intrusion detection.The validities a...

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Bibliographic Details
Main Authors: YANG Ya-hui, JIANG Dian-bo, SHEN Qing-ni, XIA Min
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2011-01-01
Series:Tongxin xuebao
Subjects:
network security
intrusion detection
neural network
GHSOM
Online Access:http://www.joconline.com.cn/zh/article/74419530/
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