Byung-Chang Chung

Network Intrusion Detection With Contrastive Learning and Transformer

Network intrusion detection systems (NIDS) play a critical role in protecting modern communication networks against increasingly sophisticated cyber attacks. In this paper, we propose a Transformer-based network intrusion detection system (t-NIDS) that integrates a Transformer encoder with contrastive learning to learn...