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

Henson, Michael J.

 
9781288286089: Machine Learning Techniques for Characterizing IEEE 802.11b Encrypted Data Streams
Softcover
ISBN 10: 1288286082 ISBN 13: 9781288286089
Verlag: LIGHTNING SOURCE INC, 2012

Inhaltsangabe

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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Verlag
LIGHTNING SOURCE INC
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
1288286082
ISBN 13 
9781288286089
Einband
Taschenbuch
Anzahl der Seiten
96
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
preigu
mail@preigu.de

Lengericher Landstr. 19
Osnabrück
49078
Deutschland

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