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.