Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Network

1 code implementation • 3 Mar 2024 • Renjie Xu, Guangwei Wu, Weiping Wang, Xing Gao, An He, Zhengpeng Zhang

To the best of our knowledge, it is the first GNN-based self-supervised method for the multiclass classification of network flows in NIDS.

Binary Classification Contrastive Learning +4