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  5. Method of cumulative traffic classifier development for hierarchical classification of computer attacks in the telecommunication networks

Method of cumulative traffic classifier development for hierarchical classification of computer attacks in the telecommunication networks

M.P. Komar
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A method of cumulative traffic classifier development for hierarchical classification of computer attacks in the telecommunication networks was proposed. This method is based on preliminary information processing using the principal components analysis and on the neural network detectors association, each of them is trained on a certain type of attack. The results of experiments was presented.
Keywords: traffic сlassificator, information and telecommunication networks, hierarchical classification of computer attacks, neural network detector, data compression, the principal components analysis