Bheemarjuna Tamma

Augmented Memory Replay-based Continual Learning Approaches for Network Intrusion Detection

Intrusion detection is a form of anomalous activity detection in communication network traffic. Continual learning (CL) approaches to the intrusion detection task accumulate old knowledge while adapting to the latest threat knowledge. Previous works have shown the effectiveness of memory replay-base…