Machine Learning in Cyber Security: Network Traffic Classification based on Class Weight-based K-NN Classifier (CWK-NN) - Paperback
Machine Learning in Cyber Security: Network Traffic Classification based on Class Weight-based K-NN Classifier (CWK-NN) - Paperback
FormatBook
Language
English
ISBN-13 / SKU
9781636480763
About this item
by Jawad Khalife (Author), Mohamad Osama Hijazi (Author)
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.
Number of Pages: 52
Dimensions: 0.11 x 9.02 x 5.98 IN
Publication Date: January 07, 2021
$47.39
In Stock.
Nationwide Shipping
We deliver across the USA.
Sold by
Novelly Books
Curated additions for your library
The Chemistry of Wine: Aromas and Palates - Paperback
$23.31
The Tab Book of Arduino Projects: 36 Things to Make with Shields and Proto Shields - Paperback
$42.12
Controlling Pilot Error: Automation - Paperback
$27.00
Bio-Inspired Artificial Intelligence: Theories, Methods, and Technologies - Paperback
$155.52
Language Alchemy: Bridging the Gap Between Humans and Machines Through Language - Paperback
$23.31