A Novel Feature Extraction Method Assembled with PCA and ICA for Network Intrusion Detection

  • Lei Xie, Jin Li
  • Published 2009 in
    2009 International Forum on Computer Science…

Abstract

In network intrusion detection systems, feature extraction plays an important role in a sense of improving classification performance and reducing the computational complexity. Principle Component Analysis and Independent Component Analysis are both common feature extraction methods currently. This paper proposed a novel feature extraction method for… (More)

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