The OWASP AI Exchange is a living body of guidance that consolidates threats and controls for AI systems across the lifecycle. It provides a vendor-neutral baseline that can be mapped into your policies, SDLC and runbooks.
Key takeaways
- Design for abuse cases: Identify prompt injection, data leakage, model theft, and red-teaming requirements early.
- Control families: Identity & access, data protection, supply-chain integrity, evaluation & testing, and secure operations.
- Traceability: Keep lineage from dataset to model to deployment; record model cards, eval results, and change history.
Further reading: OWASP AI Exchange overview and the AI Security & Privacy Guide.