Theory

This section gets into the details of differential privacy: What are the problems with other approaches to privatizing data, and what is different about differential privacy? The examples use OpenDP, but this is not intended as an introduction to the library: For that, see Getting Started or API.

• A Framework to Understand DP
• Differential Privacy with OpenDP
• Accuracy: Pitfalls and Edge Cases
• Attacks
  • Differencing
  • Membership
  • Reconstruction
• Resources List