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

Henson, Michael J.

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

Sinossi

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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Editore
LIGHTNING SOURCE INC
Data di pubblicazione
2012
Lingua
Inglese
ISBN 10 
1288286082
ISBN 13 
9781288286089
Rilegatura
Copertina flessibile
Numero di pagine
96
Contatto del produttore
non disponibile
Persona responsabile
non disponibile

Altre edizioni note dello stesso titolo

9781025112121: Machine Learning Techniques for Characterizing IEEE 802.11b Encrypted Data Streams

Edizione in evidenza

ISBN 10:  1025112121 ISBN 13:  9781025112121
Casa editrice: Hutson Street Press, 2025
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