Classification of Intrusion Detection Dataset using machine learning Approaches

@inproceedings{Neethu2012ClassificationOI,
  title={Classification of Intrusion Detection Dataset using machine learning Approaches},
  author={Neethu},
  year={2012}
}
  • Neethu
  • Published 2012
The paper describes about a method of int rusion detection that uses machine learning algorit hms. Here we discuss about the combinational use of two machine l arning algorithms called Principal Component Anal ysis and Naive Bayes classifier. The dimensionality of the dataset is reduced by using the principal component analys i and the classification of the dataset in to normal and atta ck classes is done by using Naïve Bayes Classifier. The experiments were conducted on the intrusion detection… CONTINUE READING
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