Ep 10 | Natalie Isak & Waris Gill - Developing & Deploying AI Fingerprints | [un]prompted 2026

Day 1 | Stage 1 Introduces BinaryShield, a privacy-preserving fingerprinting system that enables cross-service threat intelligence without exposing sensitive user prompts. As LLM-powered services proliferate with prompt injection attacks, this system allows sharing threat data across organizational boundaries while preserving privacy. Covers research and practical deployment applications with demo. Natalie Isak is Software Engineer, Microsoft. Waris Gill is Applied Scientist, Microsoft. Watch on YouTube: https://www.youtube.com/watch?v=u7pag5p9z5o