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.
Arlhnids-iot: An accurate and robust lightweight hybrid-nids for iot net- work security.Computers & Security, 156:104515
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.