SOUL: A Semi-supervised Open-world continUal Learning method for Network Intrusion Detection

Suresh Kumar Amalapuram, Shreya Kumar, Bheemarjuna Reddy Tamma +1

Fully supervised continual learning methods have shown improved attack traffic detection in a closed-world learning setting. However, obtaining fully annotated data is an arduous t…