In this post, we will show a simple tutorial describing the process of adding differential privacy to the United States Broadband Usage Percentages Dataset. The tutorial will go through all steps of a data release project, from defining all data aggregations and computations in a non-private setting and identifying the points in the pipeline where data transformations, such as clamping, are necessary, all the way to implementing the data pipeline with the appropriate differential privacy mechanism using OpenDP….
DP Wizard: An Easy Way to Get Started with Differential Privacy and OpenDP
OpenDP is pleased to announce the first release of DP Wizard, an interactive tool to explore the effect of different parameter choices, and an assistant for implementing those choices with the OpenDP library. DP Wizard builds on what we’ve learned from DP Creator, but offers a simplified development and install process and a streamlined workflow. We would…