Tian-Yi Wang

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.