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control-effectiveness

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cyber-pnl

jessenkurien / cyber-pnl

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Open-source cyber risk quantification: Monte Carlo loss modeling, control valuation, security investment analysis, and governed assumptions.

python risk-analysis monte-carlo cybersecurity monte-carlo-simulation grc cfo cyber-risk ciso factor-analysis-information-risk risk-quantification risk-appetite security-leadership board-reporting control-effectiveness security-investment loss-exceedance-curve security-economics fair-risk-analysis cybersecurity-roi
  • Updated Sep 20, 2026
  • Python
measurable-control-effectiveness

Org-EthereaLogic / measurable-control-effectiveness

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A reproducible benchmark that scores data controls against known failure scenarios with precision, recall, and ground truth. Custom approach achieved perfect recall; industry baselines missed injected drift. 37 passing tests, 10/10 gates. Enterprise Data Trust, Chapter 3.

python benchmark data-engineering databricks ground-truth data-quality drift-detection data-trust medallion-architecture control-effectiveness
  • Updated Apr 24, 2026
  • Python

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