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Machine Learning for Cybersecurity Cookbook
book

Machine Learning for Cybersecurity Cookbook

by Emmanuel Tsukerman
November 2019
Intermediate to advanced content levelIntermediate to advanced
346 pages
9h 36m
English
Packt Publishing
Content preview from Machine Learning for Cybersecurity Cookbook

Predicting

Let's use the classifier to predict the type of traffic being observed:

  1. To predict a new instance of traffic, collect the pcap file.
  2. Using Python, run the predict.py script with the pcap file as an argument:

The clustering by the author looks like this:

The preceding diagram shows that the features do indeed differentiate between the type of traffic, despite it being anonymous.

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Publisher Resources

ISBN: 9781789614671Supplemental Content