This lesson is still being designed and assembled (Pre-Alpha version)

Machine Learning in Cybersecurity

This lesson will walk you through some simple network security issues. We will start with the ArpSpoof man-in-the-middle attack, and, how it can be used to modify data served over HTTPS.


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Setup Download files required for the lesson
00:00 1. Introduction What is machine learning?
What are some applications of machine learning in cybersecurity?
00:10 2. DDoS Classification using Machine Learning What is a DDoS attack?
How can we use machine learning to train a model to identify attack and benign network traffic?
00:50 Finish

The actual schedule may vary slightly depending on the topics and exercises chosen by the instructor.