v1.0.0 — DEF CON 34 Submission Release

Initial public release of the Shadow AI Detection Toolkit, accompanying the DEF CON 34 submission "The Software Request Trap."

What's included

• 27 detection queries across 9 categories (KQL + LEQL)
• OAuth Permission Risk Matrix (80+ scopes)
• AI Tool Risk Assessment Checklist (33 questions)
• Field mapping guide, deployment guide, anonymization guide

Validation
All queries validated against a production environment (~1K endpoints) over a 30-day window. See README for findings.

License
MIT