Planton361 / feature-extraction-for-CERT-insider-threat-test-datasets Star 0 Code Issues Pull requests Python toolkit for feature extraction, temporal representations, and baseline modeling on CERT insider-threat datasets. python machine-learning scikit-learn cybersecurity data-preprocessing feature-engineering panda anomaly-detection insider-threat cert-dataset Updated Aug 11, 2025 Python
Planton361 / cert2lanl-zero-shot-transfer Star 0 Code Issues Pull requests Reproducible zero-shot transfer study from CERT insider-threat logs to LANL authentication data with drift and capacity-constrained model analysis. python machine-learning reproducible-research cybersecurity anomaly-detection lanl domain-shift zero-shot-transfer insider-threat-detection authentication-logs cert-dataset Updated Aug 5, 2026 Python
kairwang01 / hierarchical-insider-threat-detection Star 0 Code Issues Pull requests Two-stage insider threat detection on CERT r4.2: lightweight XGBoost screening + LLM-based reasoning over graph-informed narratives. University of Ottawa, CSI 5388. python security machine-learning cybersecurity xgboost anomaly-detection insider-threat llm chain-of-thought insider-threat-detection cert-dataset Updated May 12, 2026 Python