Interactive tools for evidence-based security decision-making.
Part of Apropos Security · Notebooks · Library (pip) · Blog
Monte Carlo simulation tool for FAIR (Factor Analysis of Information Risk) methodology with industry benchmarks.
Features: LEF/LM simulation, portfolio aggregation, sensitivity analysis, IRIS 2025 benchmarks
License: CC BY-NC-SA 4.0 (Non-Commercial Use Only)
Agent-based simulation of FAIR-CAM control dynamics. Reproduction package for Jones & Voicu (2026), "Control Physiology: An Agent-Based Model of FAIR-CAM Dynamics."
Features: 8 agent types, multiplicative defense-in-depth, three-source variance model, budget-constrained remediation, narrative causation engine, empirically calibrated loss magnitudes
License: CC BY-NC-SA 4.0 (Non-Commercial Use Only)
This repository uses multiple licenses.
- Individual tools: Each has its own license (see tool directories)