Omran Ayoub

Detecting Zero-Day Attacks via Reconstruction of Feature Influence and Model Uncertainty

In practical Network Intrusion Detection System (NIDS) deployments, detecting anomalies is only the first step, while determining the exact nature of those anomalies is equally important. Commonly, anomalous traffic is forwarded to a supervised multiclass classifier trained to identify known attack categories. While ef...