yashmahajan10/llm-differential-privacy-gateway

Noisegate: a differential privacy gateway that lets an untrusted LLM agent query sensitive data over MCP (Model Context Protocol), with a formal guarantee no individual's record can leak even if the agent is adversarial - enforcement lives in trusted code below the model, validated by a runnable attack gallery.

19 best points · 0 comments · 2 Hacker News posts · 30 GitHub stars · View on GitHub

Hacker News discussions

• Show HN: Noisegate – a differential-privacy gateway for untrusted AI agents (19 points, 0 comments, by yashmahajan10, 2026-07-30)
• Noisegate: A differential-privacy gateway for untrusted AI agents (2 points, 0 comments, by handfuloflight, 2026-07-31)