Frameworks
Methodologies, openly.
Versioned, semver-tracked, and licensed for adoption. Use them as-is or fork them.
Methodology
AI Privacy Risk Assessment (APRA) — v1.0
An open methodology for assessing privacy risk across the AI lifecycle. Combines NIST Privacy Framework outcomes with LINDDUN threat modelling.
1 February 2026
Methodology
ML Red-Team Playbook — v1.0
Operational guide for adversarial testing of ML systems. Covers test design, evidence collection, and reporting aligned to OWASP LLM Top 10.
5 December 2025