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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.

#MCP
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Python
29
3
1 contributors
Apache License 2.0
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Momentum

How fast yashmahajan10/llm-differential-privacy-gateway is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Nov 2 – Nov 5, 2026

Stars +1 in 4 days

01
1

Forks +0 in 4 days

01

Merged PRs 0 in 4 days

01

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Nov 2Nov 3Nov 4Nov 5
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Mon, Nov 2, 2026+1+00
Tue, Nov 3, 2026+0+00
Wed, Nov 4, 2026+0+00
Thu, Nov 5, 2026+0+00
Total+1+00
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Jul 311 post
    • Noisegate: A differential-privacy gateway for untrusted AI agents

      Read full on Hacker News

      Hacker News

  2. Jul 302 posts
    • Show HN: Noisegate – a differential-privacy gateway for untrusted AI agents

      Read full on Reddit

      r/hypeurls

    • Show HN: Noisegate – a differential-privacy gateway for untrusted AI agents

      Read full on Hacker News

      Hacker News

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