DOC-NAD: A Hybrid Deep One-class Classifier for Network Anomaly Detection

no code implementations • 15 Dec 2022 • Mohanad Sarhan, Gayan Kulatilleke, Wai Weng Lo, Siamak Layeghy, Marius Portmann

Therefore, this paper proposes a Deep One-Class (DOC) classifier for network intrusion detection by only training on benign network data samples.

Network Intrusion Detection One-Class Classification +1