aicodes/awesome-differential-privacy

A curated list of awesome Differential Privacy resources

Awesome Differential Privacy

A curated list of awesome Differential Privacy papers, frameworks and software.

Contents

• Awesome Go
  • Tutorials

Tutorials

Accessible articles for readers new to this subject.

• Tutorial on Differential Privacy - A YouTube video tutorial on Differential Privacy. Video length: 1h34m
• Differential Privacy for Dummies - A comprehensive post (with math and python snippets) on DP, with references to related research papers.
• Why differential privacy is awesome - A high level explaination of differential privacy

Research

• The Algorithmic Foundations of Differential Privacy An academic book by Cynthia Dwork and Aaron Roth on this subject.