My Bachelor thesis for Bachelor Computer Science at UHasselt: An Intrusion detection system using machine learning approaches.

The IDS has only been tested on UNIX based systems. The IDS requires several python packages. These are all listed in code/pip_requirements_unix.txt. The main required elements are:

• Python 2.7+
• tshark
• sklearn (unstable branch)

The datasets cannot be made publically available. The thesis does show references to the different datasets that were used.

The results from the main experiments used in the thesis are listed in the file 'experiments.pdf'. The config files used to execute these experiments are listed in code/configs/.

A user and developer guide is available within the appendix from the thesis.

The documents folder contains the actual thesis (and latex files). Some reference material is also included.

Image sources are located at documents/poster_sources.txt