Методи виявлення аномалій у мережевому трафіку на основі однокласової технології SVM

This paper investigates the application of the one-class SVM (Support Vector Machines) method for detecting anomalies in network traffic, a critical challenge in the field of cybersecurity. Traditional signature-based detection systems are limited to identifying known threats, leaving them vulnerabl...

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Bibliographic Details
Date:2025
Main Authors: Kerimov, Komil, Kurbanov , Sardor, Azizova, Zarina
Format: Article
Language:English
Published: V.M. Glushkov Institute of Cybernetics of NAS of Ukraine 2025
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Online Access:https://jais.net.ua/index.php/files/article/view/418
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Journal Title:Problems of Control and Informatics

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Problems of Control and Informatics