Multi-criterial optimization composition of cyber security circuits based on genetic algorithm

LAKHNO V.; AKHMETOV B.; MOHYLNYI H.; BLOZVA A.; CHUBAIEVSKYI V.; KRYVORUCHKO O.; DESIATKO A.

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Multi-criterial optimization composition of cyber security circuits based on genetic algorithm

Author(s)

LAKHNO V. National University of Life and Environmental Sciences of Ukraine

AKHMETOV B. Caspian University of Technology and Engineering named after Sh.Yessenov, Aktau, Republic of Kazakhstan

MOHYLNYI H. Luhansk Taras Shevchenko National University, Starobilsk, Ukraine

BLOZVA A. National University of Life and Environmental Sciences of Ukraine

CHUBAIEVSKYI V. Kyiv National University of Trade and Economics, Department of Software Engineering and Cybersecurity, Kyiv, Ukraine

KRYVORUCHKO O. Kyiv National University of Trade and Economics, Department of Software Engineering and Cybersecurity, Kyiv, Ukraine

DESIATKO A. Kyiv National University of Trade and Economics, Department of Software Engineering and Cybersecurity, Kyiv, Ukraine

Abstract

The article proposes a method of multicriteria optimization (MCO) of costs for an information security system (SIS) of an informatization object (OBI). The technique is based on the use of the genetic algorithm (hereinafter GA) VEGA (Vector Evaluated Genetic Algorithm). The modified algorithm for solving the problem of multicriteria optimization of the parameters of the OBI multi-loop SIS allows substantiating the rational characteristics of the DSS components, taking into account the priority cybersecurity metrics of the OBI selected by the expert. Unlike the existing classical VEGA algorithm, the modified algorithm additionally applies the Pareto principle, as well as a new selection mechanism.

Publication Details

Page(s) 1996-2006

DOI DOI not available

Published Journal: Journal of Theoretical and Applied Information Technology, Volume: 100, Issue: 7, Year: 2022

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Keywords

Genetic Algorithm, Information Protection, Multi-Criteria Optimization, Cybersecurity, Protection Circuits

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