Intrusion Detection Project

📘 Project Description

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.

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📐 Project Structure

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

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📋 Contributors

• Student Name: Oussama MAHDJOUR
• University: National Polytechnic School of Oran, Algeria

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📜 License

This project is not open source and does not allow use.