Table of Contents

• Installing
  • Installing from the pip
  • Using DiffPriv in your programs
• Exponential Mechaism
  • Data
  • file_name
  • epsilon
  • f
  • r
  • Optional Parameters
  • delta_f
  • sample_size
• Laplace Mechanism
• Random Response
  • What it is
  • How to Use It

Welcome to DiffPriv’s documentation! DiffPriv is a differential privacy package meant to allow data to be kept private while still allowing overall statistics and other general facts about the data to stay the same. DiffPriv has 3 different algorithms. Random Response, the Laplace Mechansim, and the Exponential mechaism.

In this tutorial, we’ll cover how to insall and use the differential privacy mechanisms. So what are you waiting for? Let’s get started!