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JOURNALS // Computational nanotechnology // Archive

Comp. nanotechnol., 2019 Volume 6, Issue 1, Pages 39–43 (Mi cn224)

05.13.00 INFORMATICS, COMPUTER FACILITIES AND MANAGEMENT
05.13.01 SYSTEM ANALYSIS, MANAGEMENT AND INFORMATION PROCESSING

Features of the development of a mathematical model of the process of training the neural network for safety control of automated information systems

A. N. Vershinin, E. O. Karamysheva

MIREA — Russian Technological University, Moscow

Abstract: The description of a mathematical model of training activity of the neural network developed for implementation of the mechanism of control of security of automated information systems is presented in article. Data analysis allows to draw conclusions on relevance of consideration of the selected subject, and the presented mechanisms select this perspective in a separate class. This article will be interesting to analysts and specialists in information security field.

Keywords: mathematical model, neuron, neural network, neural network training, security control mechanisms.



© Steklov Math. Inst. of RAS, 2026