Machine Learning Techniques for Characterizing IEEE 802.11b Encrypted Data Streams - Couverture souple

Henson, Michael J

Couverture souple

ISBN 10 : 1025116747 ISBN 13 : 9781025116747

Editeur : Hutson Street Press, 2025

Synopsis

As wireless networks become an increasingly common part of the infrastructure in industrialized nations, the vulnerabilities of this technology need to be evaluated. Even though there have been major advancements in encryption technology, security protocols and packet header obfuscation techniques, other distinguishing characteristics do exist in wireless network traffic. These characteristics include packet size, signal strength, channel utilization and others. Using these characteristics, windows of size 11, 31, and 51 packets are collected and machine learning (ML) techniques are trained to classify applications accessing the 802.11b wireless channel. The four applications used for this study included E-Mail, FTP, HTTP, and Print.

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Détails de l'édition

• Éditeur: Hutson Street Press
• Date d'édition: 2025
• Langue: anglais
• ISBN 10: 1025116747
• ISBN 13: 9781025116747
• Reliure: Broché
• Nombre de pages: 94
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible