How do I stop an AI system from leaking personal or sensitive data?

Answered

Control what data the model can access, prefer approaches that preserve user access controls (for example RAG/in-context learning), and apply additional security controls when using organisational data.

From the guidance

Primary (how) AI Playbook for the UK Government

If you use your own data with an AI model, you immediately increase the data security risk and you need to apply additional security controls to stop data leakage and privacy violations.

Section: Working with your organisational data

Read this in AI Playbook for the UK Government (opens in new tab)

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