Network Intrusion Detection System

Real-time network IDS with ML-based anomaly detection built in Python.

Features

• Real-time packet analysis
• Port scan detection
• SYN flood detection
• Malicious payload inspection
• ML anomaly detection
• Live dashboard
• SQLite logging

Quick Start

# Install dependencies
pip install scapy scikit-learn numpy joblib

# Run IDS
sudo python3 ids_monitor.py

# View dashboard (new terminal)
python3 dashboard.py

# Test it (new terminal)  
sudo python3 test_traffic.py --all

Files

• ids_monitor.py - Main IDS engine
• ml_anomaly_detector.py - ML module
• view_alerts.py - Alert viewer
• dashboard.py - Live dashboard
• test_traffic.py - Traffic generator

Author

Jaylon Taylor

Built as part of cybersecurity and machine learning portfolio.