M-0u554m4/intrusion-detection

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. # 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. --- ## 📐 **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 ``` --- ## 📋 **Contributors** - **Student Name**: Oussama MAHDJOUR - **University**: National Polytechnic School of Oran, Algeria --- ## 📜 **License** This project is not open source and does not allow use.