Breakwater
A hybrid ML + statistical DDoS detector: Scapy ingests PCAPs into one-second traffic windows, a RandomForest blends with IQR baseline scores to classify volumetric, protocol, and application-layer attacks, and simulated iptables rules feed a React dashboard — without touching the host firewall.
Technologies Used
Python
Scapy
scikit-learn
Random Forest
Docker
SQLite
Flask
React
Recharts