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FAIR cyber risk quantification toolkits, agent-based control simulation (FAIR-CAM), threat event frequency estimator (PyPI), LLM classification validator (PyPI), Monte Carlo risk engine with IRIS benchmarks.
Threat-Informed Control Modeling (TICM) — a GRC-Engineering method for modeling and rightsizing security controls against the threats and objectives that actually matter.