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Google's Differential Privacy

Open Source
Privacy and Safety Updated Feb 15, 2026
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Overview

Google's Differential Privacy is an AI agent in the Privacy and Safety category. ![](https://img.shields.io/github/stars/google/differential-privacy.svg?cacheSeconds=86400) - This is a C++ library of ε-differentially private algorithms, which can be used to produce aggregate statistics over numeric data sets containing private or sensitive information.

Problem It Solves

This tool addresses challenges in the privacy and safety domain.

Target Audience: Developers and teams working with privacy and safety automation.

Inputs

  • • User configuration
  • • API credentials (if required)
  • • Task parameters

Outputs

  • • Automated task results
  • • Status reports
  • • Generated content or actions

Example Workflow

  1. 1 User configures the agent with required parameters
  2. 2 Agent receives input data or trigger
  3. 3 Agent processes the request using its core logic
  4. 4 Agent interacts with external services if needed
  5. 5 Results are returned to the user

Sample System Prompt 


              You are Google's Differential Privacy, an AI assistant. Help the user accomplish their task efficiently.

Tools & Technologies

LLM APIs Python

Alternatives

  • • AutoGPT
  • • LangChain Agents
  • • CrewAI

FAQs

Is this agent open-source?
Yes
Can this agent be self-hosted?
Yes
What skill level is required?
Intermediate