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Network Investigation of Cyber Threat Using Machine Learning - Couverture souple

Chatterjee, Saswati

 
9786630539394: Network Investigation of Cyber Threat Using Machine Learning
Couverture souple
ISBN 10 : 6630539397 ISBN 13 : 9786630539394
Editeur : LAP Lambert Academic Publishing, 2026

Synopsis

Network security has become increasingly important with the rapid expansion of interconnected digital systems and the growing sophistication of cyber threats. Among the major network-based threats, Distributed Denial of Service (DDoS), Man-in-the-Middle (MITM), and Address Resolution Protocol (ARP) spoofing attacks pose significant risks to data confidentiality, system availability, and secure communication. The dynamic nature of these attacks presents considerable challenges to conventional security mechanisms, which often rely on predefined rules and signatures. To address these limitations, this research investigates the application of machine learning techniques for intelligent network threat detection. The study focuses on identifying anomalous network behavior, distinguishing legitimate traffic from malicious activities, and improving the reliability and accuracy of cyber threat detection. The proposed machine learning-driven approach aims to strengthen intrusion detection capabilities and support more adaptive and effective network security mechanisms against evolving cyber threats.

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Éditeur
LAP Lambert Academic Publishing
Date d'édition
2026
Langue
anglais
ISBN 10 
6630539397
ISBN 13 
9786630539394
Reliure
Tapa blanda
Nombre de pages
200
Coordonnées du fabricant
non disponible
Personne responsable
non disponible