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MoE for Drift-Aware Malicious Traffic Detection

MoE for Drift-Aware Malicious Traffic Detection

MalMoE detects encrypted malicious traffic using graph-based Mixture-of-Experts to handle graph drift. It selects optimal 1-hop-GNN experts via a redesigned gate model. Trained with two-stage strategy and augmentation for real-time precision.

ArXiv AIResearchFeb 12#research#malmoe#v1