A collection of awesome projects, blog posts, books, and talks on quantifying risk
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Apr 13, 2020
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risk-quantification
Here are 11 public repositories matching this topic...
Interactive CRQ Monte Carlo simulation tool for quantifying cybersecurity risk using FAIR methodology. Built for EU SMBs, vCISOs, and security practitioners.
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May 25, 2026 - Python
Reusable decision-science utilities for security: Monte Carlo, Bayes, Survival, VoI, light causal helpers.
monte-carlo cybersecurity survival-analysis bayesian causal-inference decision-science value-of-information risk-quantification
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May 24, 2026 - Python
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Nov 28, 2024 - Jupyter Notebook
Industrial cybersecurity risk quantification platform for OT attacks and financial exposure
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May 3, 2026 - Python
Cybersecurity risk intelligence dashboard analyzing CVE vulnerabilities, CVSS risk scores, and financial exposure using Power BI.
python risk-analysis data-visualization cybersecurity data-analytics powerbi vulnerability-management cvss threat-intelligence security-analytics cyber-risk security-risks risk-quantification dataanalystportfolio cve-analysis
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Apr 15, 2026 - Python
Two Excel FAIR Monte Carlo workbooks: teaching (formulas exposed) and production (20K iterations, P95, sensitivity grid).
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May 28, 2026
Bayesian-inspired Impact Forecast Algorithm (IFA) for quantifying material impact risk
python cybersecurity ransomware bayesian security-engineering risk-quantification risk-metrics impact-first-security
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Apr 16, 2026 - Python
Operational cyber risk register in Excel. ROSI prioritization, FAIR-based ALE, monthly board dashboard with pre-drafted narrative.
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May 28, 2026
Simple risk quantification framework with scoring model and executive summary examples.
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Aug 25, 2025
Threat modeling case study applying PASTA (7-stage) and FAIR (Monte Carlo) to quantify ransomware risk in a HIPAA-regulated SaaS environment. Includes control investment ROI analysis and presentation talking points.
ransomware monte-carlo-simulation pasta grc fair threat-modeling risk-quantification healthcare-security security-portfolio
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May 18, 2026
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