Исследование адаптивных классификаторов в составе интеллектуальных средств защиты информации

Abstract

Discussed the organization of incremental classifiers in the advanced security systems that are able to adapt to the dynamics of computer attacks. It is shown that the adaptive means of classification for security systems appropriate to use an incremental classifier family ARTMAP. ARTMAP classifiers can recognize cyber attacks in real time and significantly reduce the number of categories of recognition without significant loss of classification accuracy.