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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Bibliographic Details
Published in:Automatic control and computer sciences Vol. 58; no. 8; pp. 1119 - 1131
Main Author: Pavlenko, E. Yu
Format: Journal Article
Language:English
Published: Moscow Pleiades Publishing 01.12.2024
Springer Nature B.V
Subjects:
Computer Science
Control Structures and Microprogramming
Network topologies
Neural networks
Optimization
Synthesis
synthesis
critical nodes
functional isomorphism
objective function
ISSN:0146-4116, 1558-108X
Online Access:Get full text
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Summary: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.
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ISSN:0146-4116
1558-108X
DOI:10.3103/S0146411624700743