Lingqi Guo

Meta-UAD: A Meta-Learning Scheme for User-level Network Traffic Anomaly Detection

Accuracy anomaly detection in user-level network traffic is crucial for network security. Compared with existing models that passively detect specific anomaly classes with large labeled training samples, user-level network traffic contains sizeable new anomaly classes with few labeled samples and ha…