We’ve spent some time this fall on features in DP Wizard designed particularly for research data repository users. One common challenge is having data which contains personal data, which can’t be released verbatim, but should still be summarized. Differential privacy could be used to generate aggregate statistics, but for reproducible research, the steps in the…
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…