1. Science
  2. Publications
  3. Information Processing Systems
  4. 8(98)'2011
  5. Intelligent system for detecting network attacks on the information resources that are based on the principal component analysis

Intelligent system for detecting network attacks on the information resources that are based on the principal component analysis

M.P. Komar
Annotations languages:

The intelligent system of Intrusion Detection on the information resources is developed, the main element of which is the neural detector. The structure and method of neural detectors training are presented. A method for improving the detection of network attacks is proposed, that is based on the method of principal components analysis. The results of experimental studies are presented.
Keywords: neural network detector, network attacks, the method of principal components analysis