CogniGuard

Overview

CogniGuard is an Intrusion Detection System (IDS) fortified with deep learning techniques, utilizing the NSL-KDD dataset for training and evaluation.

Architecture

CogniGuard IDS employs a deep learning architecture tailored for efficient analysis of network traffic and intrusion detection. Here's an overview of its architecture:

Installation

To install and run CogniGuard on your system, follow these steps:

1. Clone the Repository:

   git clone git@github.com:Eljakani/deeplearning-ids.git

2. Run Setup Script:

   ./setup.sh

3. Start the IDS:

   sudo ./run.sh

   Note: Ensure to run as a superuser, as the sniffing process requires elevated access.

Monitoring

You can monitor and observe the detected anomalies via the web interface at http://<your_ip>:8080.

Contributors

• El Jakani Yassine
• Saad Benmouya
• El Aasri El Mahdi
• Essaleh Yassine
• El Motassadeq Moad
• Assiri Abdelhakim
• Stoti Mehdi
• Adnane Boughazi