Intelligent Synthesis of Cyber-Resilient Network Structures: Methods, Experiments, and Architecture Implementation

This paper studies issues related to the implementation of intellectual synthesis of cyber-resilient structures. Methods are proposed that implement synthesis both at the stage of designing the network structure and at the stage of its recovery during a cyberattack or failure. The experimental resul...

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Vydáno v:Automatic control and computer sciences Ročník 58; číslo 8; s. 1119 - 1131
Hlavní autor: Pavlenko, E. Yu
Médium: Journal Article
Jazyk:angličtina
Vydáno: Moscow Pleiades Publishing 01.12.2024
Springer Nature B.V
Témata:
Computer Science
Control Structures and Microprogramming
Network topologies
Neural networks
Optimization
Synthesis
synthesis
critical nodes
functional isomorphism
objective function
ISSN:0146-4116, 1558-108X
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Shrnutí:This paper studies issues related to the implementation of intellectual synthesis of cyber-resilient structures. Methods are proposed that implement synthesis both at the stage of designing the network structure and at the stage of its recovery during a cyberattack or failure. The experimental results confirming the efficiency of the proposed methods are presented. The architecture of the system for detecting cyberattacks and intellectual synthesis of cyber-resilient network structures is described.
Bibliografie:ObjectType-Article-1
SourceType-Scholarly Journals-1
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content type line 14
ISSN:0146-4116
1558-108X
DOI:10.3103/S0146411624700743