Open access
Aug 2026
Dual-autoencoder multi-task self-supervised one-class graph anomaly detection for network traffic
GDAE is proposed, a multi-task self-supervised one-class anomaly detection framework for network traffic graphs, with strong stability and efficiency, offering a new pathway for lightweight, robust self-supervised one-class intrusion detection.
Ji Zhao, Damin Zhang, Tian-Yi Wang et al.
· Journal of King Saud Univers... · 0 citations