SafeNetIPS

Flask • Machine Learning • Intrusion Prevention System

SafeNetIPS is a Flask-based AI-powered Intrusion Prevention System (IPS) designed to detect and prevent cyber attacks such as phishing emails, brute-force logins, insider threats, malware, and application-layer attacks using machine learning and simulated real-time threat analysis.

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Key features

• Real-time intrusion detection using a trained ML model (intrusion_model.pkl)
• Blocks malicious IPs (managed via blocked_ips.txt)
• Simulated threat analysis and alerting
• Simple Flask web UI with authentication (login) and admin dashboard

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Screenshots

Place three images inside the screenshots/ folder with the exact filenames below, or update the paths inside this README to match your filenames.

1) Website / Home page

Caption: Main landing / status page of SafeNetIPS.

2) Login / Authentication

Caption: Login page showing authentication form and sample validation.

3) Dashboard / Features

Caption: Admin dashboard showing detected events, blocked IPs and model stats.

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Quick start

1. Clone the repo:

git clone https://github.com/adis1212/SafeNetIPS.git
cd SafeNetIPS

2. (Recommended) Create a virtual environment and activate it:

python -m venv venv
# Windows
venv\Scripts\activate
# macOS / Linux
source venv/bin/activate

3. Install dependencies

If you have a requirements.txt file, run pip install -r requirements.txt. If not, install common dependencies used by Flask ML apps:

pip install flask scikit-learn pandas numpy

4. Run the app:

python app.py

Open http://127.0.0.1:5000 in your browser.

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Project structure (high level)

SafeNetIPS/
├─ app.py                  # Flask app entrypoint
├─ intrusion_model.pkl     # Trained ML model used for detection
├─ blocked_ips.txt         # Manual/auto-blocked IPs
├─ templates/              # HTML templates for website, login, dashboard
├─ static/                 # CSS, JS, images
└─ screenshots/            # Add the 3 screenshots here

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How to add / replace the screenshots

1. Save your three screenshots using these filenames inside the screenshots/ folder:

   • website.png — screenshot of the main/site page

   • login.png — screenshot of the login/authentication page

   • dashboard.png — screenshot of the dashboard/features page

2. Commit and push:

git add screenshots/website.png screenshots/login.png screenshots/dashboard.png README.md
git commit -m "Add README + screenshots"
git push origin main

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Notes & tips

• If your web UI uses different image names or locations, update the image paths above to match.
• For production, do not run Flask’s development server publicly — use a production WSGI server (gunicorn/uvicorn) behind a reverse proxy.
• Consider adding a requirements.txt file and a short CONTRIBUTING.md for contributors.

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Contributing

PRs welcome — open an issue or submit a pull request with the change and a short description.

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License

MIT License.

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Contact

Created by adis1212 — feel free to open issues on the repo for questions or feature requests.