Abstract

The paper proposes the approach to develop a data protection system (information security system) that is optimal in effectiveness using evolutionary search methods. This approach is characterized by the ability to take into account the influence of random factors (staff qualifications, equipment failures, attack time on the protection system) when choosing a protection option and the possibility of adapting the protection system to changing environmental conditions. The development of an effective information security system using a genetic algorithm is possible on the basis of data on monitoring events in the system, data received from experts and during simulation modeling of the protection system. The research results are of applied nature and can be used in developments related to the design of information systems, decision support systems in the field of information security.

Details

Title
Genetic search of the optimal configuration of information security system using simulation modeling
Author
Davidyuk, N V 1 ; Kosmacheva, I M 1 ; Belov, S V 2 ; I Yu Kuchin 2 

 Department of Information Security, Institute of Information Technologies and Communications, Federal State Budgetary Educational Institution of Higher Education “Astrakhan State Technical University”, Tatishchev St., 16, 414056, Astrakhan, Russian Federation 
 Institute of Information Technologies and Communications, Federal State Budgetary Educational Institution of Higher Education “Astrakhan State Technical University”, Tatishchev St., 16, 414056, Astrakhan, Russian Federation 
Publication year
2019
Publication date
Dec 2019
Publisher
IOP Publishing
ISSN
17426588
e-ISSN
17426596
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2568279188
Copyright
© 2019. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.