Machine-learning driven IPS

AI-Driven Intrusion Prevention System (IPS)

An automated, real-time defense mechanism built at the intersection of deep learning and network security. This system leverages PyTorch neural networks alongside live packet-sniffing scripts to continuously monitor network traffic for anomalies and malicious spikes. Upon detecting a threat, the system acts autonomously, deploying dynamic Windows Firewall rules to immediately intercept and block unauthorized traffic before it breaches the perimeter.