Artificial intelligence

Scientific journal

ISSN 2710-1673

ONLINE: ISSN 2710-1681

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До організації інтелектуального захисту інформації на базі адаптивних класифікаторів з інкрементним навчанням

Nesteruk P.1, Nesteruk G.2
1 St. Petersburg Institute for Informatics and Automation RAS
2 Yalta University of Management

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UDC: 621.396
Publication Language: Russian
Stuc. intelekt. 2010; 15(4):678-687

Abstract: The organization of the system of safety, which is oriented to the processes of adaptations to the dynamics of computer attacks is considered. It is marked that a lower level of hierarchical model of adaptive defense must be intellectual (by analogy with the immune mechanisms of the biological system). A top level is oriented to the use of intellect of system administrator as a component of model (by analogy with the processes of generalization of CNS). Each of levels contains neural classifier with the incremental teaching. A similar classifier enables to increase speed of classification due to minimization of amount of clusters at periodic implementation of the stages of structural and parametric optimization.

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