UNAD+ extends the prior UNAD system with WMV, pseudo-label supervised refinement, and explainability to reach F1 scores above 98% on CICIDS2017 and NSL-KDD while lowering false positives for unknown network attacks.
Ensemble-based detection of distributed denial-of-service attacks in iot networks using majority decision mechanisms.Scientific Reports
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UNAD+: An Explainable Hybrid Framework for Unknown Network Attack Detection
UNAD+ extends the prior UNAD system with WMV, pseudo-label supervised refinement, and explainability to reach F1 scores above 98% on CICIDS2017 and NSL-KDD while lowering false positives for unknown network attacks.