awesome-differential-privacy
github.com/menisadi/awesome-differential-privacy ↗list of differential-privacy related resources
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me youtube resources from awesome-differential-privacy"
Installation instructions →What's inside
YouTube
- Accessing Data while Preserving Privacy
- A Practical Beginners' Guide to Differential Privacy
- Minutephysics - Protecting Privacy with MATH (Collab with the Census)
Protecting Privacy with MATH (Collab with the Census)
- The Definition of Differential Privacy - Cynthia Dwork
Cynthia Dwork
- Tutorial on Differential Privacy
Read
Industry Articles
- Apple - Differential Privacy
Differential Privacy
- Apple - Learning with Privacy at Scale
Learning with Privacy at Scale
- Google - Deep Learning with Differential Privacy
Deep Learning with Differential Privacy
- Googles Differential Privacy May be Better Than Apples
- How One of Apple's Key Privacy Safeguards Falls Short
- Microsoft - Collecting telemetry data privately
Collecting telemetry data privately
Code and Projects
- ARX - open source data anonymization tool
open source data anonymization tool
- Breaking Privacy in Real-World Differentially Private Synthetic Data
- Dataflow analysis & differential privacy for SQL queries
- Differential Privacy package for WEKA
- diffpriv - Easy differential privacy in R
Easy differential privacy in R
- Diffprivlib: The IBM Differential Privacy Library
Learn
- BIU winter school - Differential Privacy: From Theory to Practice
Differential Privacy: From Theory to Practice
- CS 860 - Algorithms for Private Data Analysis - Fall 2020
Algorithms for Private Data Analysis - Fall 2020
- Damien Desfontaines - A friendly, non-technical introduction to differential privacy
A friendly, non-technical introduction to differential privacy
- Gautam Kamath - A Course In Differential Privacy
A Course In Differential Privacy
- Programming Differential Privacy - Online book about differential privacy, for programmers
Online book about differential privacy, for programmers
- Secure and Private AI - Udacity
Udacity
Showing a sample of 53 resources. View the full list on GitHub →