ddos-detection-ml

DDoS Detection using various ML models(Decision tree, Random Forest, Support Vector Machine(SVM), KNN, Neural Network, Gradient Boosting tree)

This project uses SVM and AI to create an efficient tool for detecting network anomalies and securing critical network infrastructures.

AI-driven DDoS detection and mitigation for 5G networks. ML models classify traffic in real time, a Ryu SDN controller auto-blocks attackers with OpenFlow rules, and a React dashboard shows live traffic, 5G slice metrics and explainable AI insights.