Temporally leak-free, alert-budget evaluation harness for authentication anomaly detectors, with a LANL case study: per-campaign detection budgets, an exact random-ranking null for first detection, label-free unit baselines, fitting-seed variance and an Euler reproduction.
python security benchmark machine-learning evaluation cybersecurity intrusion-detection reproducibility anomaly-detection security-operations lateral-movement alert-fatigue authentication-logs lanl-dataset
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Updated
Oct 24, 2026 - Python