NetGuard: GNN Intrusion Detection
A research implementation of Graph Neural Networks for detecting anomalous traffic patterns in complex network topologies.
PyTorchPythonCUDA
Overview
NetGuard applies graph neural networks to network flow data for real-time intrusion detection.
Results
Surpassed baseline isolation forest accuracy by 14% on benchmark datasets.
