CASCADE CLASSIFIER FOR THE COMPUTER SECURITY APPLICATIONS Russian patent published in 2019 - IPC G06F21/51 G06F21/56 H04L29/06 

Abstract RU 2680738 C1

FIELD: information technologies.

SUBSTANCE: invention relates to the field of computer security. Classifier computer training system for determining whether the target object poses the computer security threat, contains the hardware processor and the memory device, wherein the hardware processor is configured to use the trained classifiers cascade to determine whether the target object poses the computer security threat, at that, the classifiers cascade is trained on the training records array, wherein the training array is pre-classified into at least the first class and the second class of records, in response to the training classifiers, the records set deletion from the training array for the reduced training array development.

EFFECT: enabling the training data large volumes fast processing, with the false operations minimum percentage.

21 cl, 17 dwg

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RU 2 680 738 C1

Authors

Gavrilut Dragos-Teodor

Vatamanu Cristina

Cosovan Doina

Luchian Henri

Dates

2019-02-26Published

2016-05-07Filed