Name: Machine Learning in Cyber Security: Network Traffic Classification based on Class Weight-based K-NN Classifier (CWK-NN) (en Inglés)
Price: 165078.00 COP
Availability: InStock
Author: Khalife, Jawad ; Hijazi, Mohamad Osama
ISBN: 9781636480763

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

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

Formato

Libro Físico

Autor

Jawad Khalife

Mohamad Osama Hijazi

Editorial

Eliva Press

Idioma

Inglés

N° páginas

Encuadernación

Tapa Blanda

Dimensiones

22.9 x 15.2 x 0.3 cm

Peso

0.08 kg.

ISBN13

9781636480763

Categorías

Seguridad informática

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

Jawad Khalife (Autor) · Mohamad Osama Hijazi (Autor) · Eliva Press · Tapa Blanda

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Reseña del libro "Machine Learning in Cyber Security: Network Traffic Classification based on Class Weight-based K-NN Classifier (CWK-NN) (en Inglés)"

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.