This is a research project that I used as my end of studies project to obtain a state engineer degree in Information Systems from the National Polytechnic School of Oran, Algeria. The goal of this project is to find a new approach to enhance intrusion detection using both machine learning and deep learning techniques.
Here is the folder and file structure of the project:
├── code/ # Contains various notebooks for preprocessing, classifier, and autoencoder detection
├── dataset.txt # Contains the link to the used dataset
├── diagrams/ # Contains diagrams explaining the methods used and the proposed approach
├── images/ # Contains relevant images
├── models/ # Contains different results of various models and approaches
└── intrusion_detection.pdf # Contains my state engineer thesis
- Student Name: Oussama MAHDJOUR
- University: National Polytechnic School of Oran, Algeria
This project is not open source and does not allow use.