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

Machine Learning in Cyber Security: Network Traffic Classification based on Class Weight-based K-NN Classifier (CWK-NN) (Paperback) (ISBN-13: 9781636480763)

Vendor: Jawad Khalife
Product type: Books
Format: Paperback
$32.50
$32.50
$32.50
Subtotal: $32.50
Machine Learning in Cyber Security: Network Traffic Classification based on Class Weight-based K-NN Classifier (CWK-NN) by Khalife, Jawad

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

$32.50
Machine Learning in Cyber Security: Network Traffic Classification based on Class Weight-based K-NN Classifier (CWK-NN) by Khalife, Jawad

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

$32.50
Format: Paperback
Description
Description
x
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.

Author: Jawad Khalife, Mohamad Osama Hijazi
ISBN-10: 1636480764
ISBN-13: 9781636480763
Publisher: Eliva Press
Language: English
Published: 01/07/2021
Pages: 52
Format: Paperback
Weight: 0.18lbs
Size: 9.02h x 5.98w x 0.11d

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