Review
Open access
Jul 2026
Operational Weakness Mapping of Machine Learning–Based IntrusionDetection Systems under Realistic Deployment Scenarios
It is shown that benchmark accuracy alone is insufficient for deployment readiness and that IDS evaluation should include robustness, interpretability, and alert-management analysis, and the findings demonstrate that benchmark accuracy alone is insufficient for deployment readiness.
Fathoni Mahardika, Ema Utami, Kusrini et al.
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