Nonlinear Phenomena in Complex Systems, 2014, Vol.17, No.3, pp.284-289

NONLINEAR PHENOMENA IN COMPLEX SYSTEMS
An Interdisciplinary Journal

2014, Vol.17, No.3, pp.284-289

Dimension Reduction in Network Attacks Detection Systems
V. V. Platonov and P. O. Semenov

Possibility of application of dimension reduction techniques to generate a list of most significant parameters for detecting network attacks is analyzed. The model of intrusion detection system with modular architecture is proposed, which allows packages classification by different support vector machines.

Key words: intrusion detection system, support vector machine, dimension reduction, principal component analysis

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