INVESTIGATION OF CHANGES IN THE LEVEL OF NETWORK SECURITY BASED ON A COGNITIVE APPROACH

A study was conducted on the impact of the most significant threats on the level of network security based on the examination of impulse processes on a fuzzy cognitive map. A topological analysis of the structure of the cognitive map was performed, simplicial complexes were constructed, and their structural vectors were determined. Based on the obtained data, a set of control and target concepts of the fuzzy cognitive map was formed, and the relationships between these concepts within the simplicial complexes were established. Taking this information into account, a study was conducted on the change in the level of computer network security using the propagation of impulses introduced into the control concepts of the fuzzy cognitive map. The results obtained enable an increase in the level of network security by considering the impact of the most significant threats through timely managerial decisions and the implementation of necessary software and technical measures.

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Publication Details

Journal
Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska
Published
2024-12-21
DOI
https://doi.org/10.35784/iapgos.6719
Primary Topic
Cybersecurity and Information Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

INVESTIGATION OF CHANGES IN THE LEVEL OF NETWORK SECURITY BASED ON A COGNITIVE APPROACH

Yurii Yaremchuk, Ольга Володимирівна Салієва
Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska
Cybersecurity and Information Systems
article

INVESTIGATION OF CHANGES IN THE LEVEL OF NETWORK SECURITY BASED ON A COGNITIVE APPROACH

Yurii Yaremchuk, Ольга Володимирівна Салієва
article en

Abstract

A study was conducted on the impact of the most significant threats on the level of network security based on the examination of impulse processes on a fuzzy cognitive map. A topological analysis of the structure of the cognitive map was performed, simplicial complexes were constructed, and their structural vectors were determined. Based on the obtained data, a set of control and target concepts of the fuzzy cognitive map was formed, and the relationships between these concepts within the simplicial complexes were established. Taking this information into account, a study was conducted on the change in the level of computer network security using the propagation of impulses introduced into the control concepts of the fuzzy cognitive map. The results obtained enable an increase in the level of network security by considering the impact of the most significant threats through timely managerial decisions and the implementation of necessary software and technical measures.

Informatyka Automatyka Pomiary w Gospodarce i Ochronie ŚrodowiskaVol. 14(4)
Vinnytsia National Technical University (UA)
Peace, Justice and strong institutions
Openalex Percentile: Top 73%
Cybersecurity and Information Systems
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INVESTIGATION OF CHANGES IN THE LEVEL OF NETWORK SECURITY BASED ON A COGNITIVE APPROACH — Yurii Yaremchuk, Ольга Володимирівна Салієва · Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska (2024) | TGRS Research Map | TGRS