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Ji Zhao

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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. · 0 citations

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