Intrusion Detection Technology Based on SVDD

  • Authors:

  • Liu Jiaomin;Wang Zhenzhou;Fang Xinchun;Wang Jing

  • Affiliations:

  • -;-;-;-

  • Venue:
  • ICINIS '09 Proceedings of the 2009 Second International Conference on Intelligent Networks and Intelligent Systems
  • Year:
  • 2009

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Abstract

Intrusion detection is actually a classification problem of detecting the normal and abnormal data separately. However, the data needed for intrusion detection are very large and complex. In this paper, we solved this problem very well, using SVDD (support vector data description) algorithm, and carried out simulation experiments in the network datasets, got a high detection rate and a low false alarm rate.