πŸš€ Build a LIVE Intrusion Detection System in Python! Tkinter GUI + ML Isolation Forest Demo Inside!

Ever imagined building your own Intrusion Detection System (IDS) with Python + Machine Learning? 🀯 In this video, we built a real-time IDS powered by Isolat...

πŸš€ Build a LIVE Intrusion Detection System in Python! Tkinter GUI + ML Isolation Forest  Demo Inside!
FuzzuTech
6.0K views β€’ Aug 19, 2025
πŸš€ Build a LIVE Intrusion Detection System in Python! Tkinter GUI + ML Isolation Forest  Demo Inside!

About this video

Ever imagined building your own Intrusion Detection System (IDS) with Python + Machine Learning? 🀯
In this video, we built a real-time IDS powered by IsolationForest ML Model and a modern Tkinter GUI. It simulates live network packets, detects anomalies instantly, and highlights potential attacks 🚨.

πŸ’‘ Features:
βœ” Auto dataset generation + training with IsolationForest
βœ” Live packet simulation with anomaly scoring
βœ” Modern Tkinter GUI with live stats & alerts
βœ” Real-time anomaly monitoring (packets, failed logins, conn_rate, etc.)
βœ” Cybersecurity + ML project for beginners to advanced

πŸ‘‰ Run it yourself:

pip install numpy pandas scikit-learn joblib
python main.py

This is perfect for students, devs & cybersecurity learners who want a powerful AI + GUI project for portfolio, demos, or research.

πŸ”₯ Watch till the end – the GUI brings ML to LIFE!
πŸ“Œ Don’t forget to Like | Share | Subscribe for more crazy Python + AI projects πŸš€

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Video Information

Views

6.0K

Likes

110

Duration

0:22

Published

Aug 19, 2025

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