White paper WP-027
Shadow AI Governance: Proof Gates for Unapproved Models
When employees paste secrets into models you did not approve.
At a glance
- Paper
- WP-027
- Topic
- Shadow AI Governance: Proof Gates for Unapproved Models
- Format
- PDF + web summary
- Signatures
- ML-DSA-65 post-quantum (NIST FIPS 204)
- Sandbox
- Reproducible at affix-io.com/sandbox
- Company
- AffixIO, Wales, UK
Shadow AI Governance: Proof Gates for Unapproved Models is an AffixIO technical paper. When employees paste secrets into models you did not approve.
Shadow AI is the fastest path to data leakage. Proof gates at API boundaries produce signed deny records auditors can verify without reading prompts.
Summary
Shadow AI is the fastest path to data leakage. Proof gates at API boundaries produce signed deny records auditors can verify without reading prompts.
Download the full PDF for technical detail, diagrams, and reproduction steps. Public sandbox: affix-io.com/sandbox.
Related reading
Frequently asked questions
What is WP-027 about?
Shadow AI is the fastest path to data leakage. Proof gates at API boundaries produce signed deny records auditors can verify without reading prompts.
How can I test AffixIO before procurement?
Use the live sandbox at https://www.affix-io.com/sandbox/ or follow the evaluation path at https://www.affix-io.com/evaluate.