Two-stage DCCL+MAF detector reports 0.87 zero-shot OOD F1 on CIC-IDS-2017, driven by DoS classes while bot recall stays at 4%.
Outlier Detection with Autoencoder Ensembles
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Latent Sculpting for Zero-Shot Generalization: A Manifold Learning Approach to Out-of-Distribution Anomaly Detection
Two-stage DCCL+MAF detector reports 0.87 zero-shot OOD F1 on CIC-IDS-2017, driven by DoS classes while bot recall stays at 4%.