This repository contains the final project of Artificial Intelligence for Cybersecurity course (Master's Degree in Cybersecurity at University of Pisa). The project has been developed for educational purposes and its goal is the analysis of the results obtained applying several machine learning models to UNSW-NB15 dataset.