Machine Learning in Cyber Security: Network Traffic Classification based on Class Weight-based K-NN Classifier (CWK-NN)

Hijazi, Mohamad Osama; Khalife, Jawad

ISBN 10: 1636480764 ISBN 13: 9781636480763

Editorial: Eliva Press, 2021

Idioma: Ingl�s

Condici�n: Nuevo Encuadernaci�n de tapa blanda

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N� de ref. del art�culo ABLING22Oct2817100164628

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T�tulo

Machine Learning in Cyber Security: Network Traffic Classification based on Class Weight-based K-NN Classifier (CWK-NN)

Editor

Eliva Press

Fecha de publicaci�n

2021

Idioma

Ingl�s

ISBN 10

1636480764

ISBN 13

9781636480763

Encuadernaci�n

Encuadernaci�n de tapa blanda

Estado

New

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Sinopsis

This book is addressed for both seasoned and beginners in the field of machine learning, we included a simple explanation for each idea and then we expanded to all technical details. We started by explaining KNN and all its challenges. Then we introduced a newly discovered dataset deficiency and an enhancement to counter that problem. The field of the experiment was on network traffic classification. We combined the precision of the DPI method and the privacy of blind classifiers, once the model is trained on known traffic flows, then we used the statistical data and the packet header for classification.

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Quality books, speedy shipping, and great customer service! Please note that used items may not include access codes or cards, CD's or other accessories, regardless of what is stated in item title. If you need to guarantee that these items are included, please purchase a brand new copy.

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