🛡️ Network Intrusion Detection System

SVM Model · NSL-KDD Dataset · Real-time Traffic Analysis Detects: Normal Traffic · DoS · Probe · R2L · U2R attacks

Select a real network attack scenario

Pick one of 5 preloaded scenarios. The model will classify each connection and show you the threat level instantly.

Choose a scenario

Connection Results

🧠 Why did the model decide this?

Built with scikit-learn + Gradio · Dataset: NSL-KDD · Model: SVM · Features: 15 of 41