< BACK TO NEWS
importantSYS.SOURCE: GitHub• 2026-07-30T18:08:48Z

Noisegate: Differential Privacy Gateway for Secure AI Agent Data Queries

#ai#privacy#security

Noisegate is a differential privacy gateway that enables untrusted LLM agents to query sensitive data via MCP, ensuring no individual record leakage even under adversarial conditions. It employs formal verification and a validated attack gallery to enforce privacy guarantees in trusted code layers.

Comments

Read original article

*** END OF TRANSMISSION ***

> PROFOUND ACHIEVES UNICORN STATUS WITH $180M SERIES D FUNDING IN 7 MONTHS> WONDER EXPANDS FOOD DELIVERY NETWORK WITH $425M DOORDASH PARTNERSHIP> AI-POWERED CAMERA APP DEVELOPED BY FORMER TIKTOK EXECUTIVES AIMS TO ENHANCE PORTRAIT PHOTOGRAPHY SKILLS> SCALING STARTUPS FROM PROTOTYPE TO PRODUCTION: INSIGHTS FROM TECHCRUNCH DISRUPT 2026> INDIA INTRODUCES MERCHANT FEES FOR LARGE UPI TRANSACTIONS TO ENSURE FINANCIAL SUSTAINABILITY> FIREFOX 156 ENHANCES PDF VIEWER PERFORMANCE WITH 45% FASTER STARTUP> EVVY SECURES $40M TO ADVANCE WOMEN'S HEALTH RESEARCH VIA VAGINAL MICROBIOME DATA> GLOBAL BOND YIELDS REACH 2008-LEVEL PEAKS, IMPACTING MAJOR BORROWERS> TECHCRUNCH DISRUPT 2026 EXHIBIT OPPORTUNITIES CLOSING IN FOUR DAYS> PANEL: AN AGENT-DRIVEN RESEARCH WORKSPACE WITH CUSTOMIZABLE PANES> PROFOUND ACHIEVES UNICORN STATUS WITH $180M SERIES D FUNDING IN 7 MONTHS> WONDER EXPANDS FOOD DELIVERY NETWORK WITH $425M DOORDASH PARTNERSHIP> AI-POWERED CAMERA APP DEVELOPED BY FORMER TIKTOK EXECUTIVES AIMS TO ENHANCE PORTRAIT PHOTOGRAPHY SKILLS> SCALING STARTUPS FROM PROTOTYPE TO PRODUCTION: INSIGHTS FROM TECHCRUNCH DISRUPT 2026> INDIA INTRODUCES MERCHANT FEES FOR LARGE UPI TRANSACTIONS TO ENSURE FINANCIAL SUSTAINABILITY> FIREFOX 156 ENHANCES PDF VIEWER PERFORMANCE WITH 45% FASTER STARTUP> EVVY SECURES $40M TO ADVANCE WOMEN'S HEALTH RESEARCH VIA VAGINAL MICROBIOME DATA> GLOBAL BOND YIELDS REACH 2008-LEVEL PEAKS, IMPACTING MAJOR BORROWERS> TECHCRUNCH DISRUPT 2026 EXHIBIT OPPORTUNITIES CLOSING IN FOUR DAYS> PANEL: AN AGENT-DRIVEN RESEARCH WORKSPACE WITH CUSTOMIZABLE PANES