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portada Machine Learning Techniques for Characterizing IEEE 802.11b Encrypted Data Streams (in English)
Type
Physical Book
Publisher
Language
Inglés
Pages
96
Format
Paperback
Dimensions
24.6 x 18.9 x 0.5 cm
Weight
0.19 kg.
ISBN13
9781288286089
Categories

Machine Learning Techniques for Characterizing IEEE 802.11b Encrypted Data Streams (in English)

Michael J. Henson (Author) · Biblioscholar · Paperback

Machine Learning Techniques for Characterizing IEEE 802.11b Encrypted Data Streams (in English) - Henson, Michael J.

Physical Book

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  • Condition: New
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Synopsis "Machine Learning Techniques for Characterizing IEEE 802.11b Encrypted Data Streams (in English)"

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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All books in our catalog are Original.
The book is written in English.
The binding of this edition is Paperback.

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