Paper Title:
Data Preprocessing for Network Intrusion Detection
  Abstract

Most of IDS(Intrusion Detection System) are very particular about data source which might be asked to be categorical data or need to be correctly labeled. Therefore, the data preprocessing is an indispensable part in intrusion detecting. KDD Cpu 1999 Dataset is usually used for experimental data. This paper briefly introduces the features and the structure of the KDD Cpu 1999 Dataset and presents the method of the data preprocessing at Intrusion Detection System based on the neural network clustering’s algorithm.

  Info
Periodical
Edited by
Qi Luo
Pages
867-871
DOI
10.4028/www.scientific.net/AMM.20-23.867
Citation
L. Li, Y. Yuan, "Data Preprocessing for Network Intrusion Detection ", Applied Mechanics and Materials, Vols. 20-23, pp. 867-871, 2010
Online since
January 2010
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