Author

Hongchul Lee

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Open access Aug 2026

Benchmark-Shift-Aware Intrusion Detection for Evolving Network Traffic: Cross-Dataset Generalization, Calibrated Alerting, and Score-Orientation Diagnostics

The study provides a reproducible diagnostic framework for evaluating IDS robustness under evolving benchmark conditions through harmonized cross-dataset evaluation of HIKARI-2021, CICIDS2017, and a CICIoT2023 sample subset.

Hyejin Jin, Hongchul Lee · Electronics · 0 citations