Next Sensitive Data IG Meeting January 23 & DP Wizard

[Amber Leahey]

Please join us on Friday January 23 9AM ET / 2PM GMT for the next Sensitive Data Interest Group Meeting! 

Details here: https://www.gdcc.io/working-groups/sensitive-data.html

Meeting Topic: DP Wizard 

Chuck McCallum will do a short demo of DP Wizard, a tool for differential privacy and synthetic data generation.

DP Wizard (https://github.com/opendp/dp-wizard) makes it easier to get started with differential privacy, the addition of calibrated noise to aggregate statistics to protect the privacy of individuals. DP Wizard demonstrates how to calculate DP statistics or create a synthetic dataset from the data you provide.

You can run DP Wizard locally and upload your own CSV, or use the cloud deployment and only provide column names to protect your private data. In either case, you'll be prompted to describe your privacy budget and the analysis you need. With that information, DP Wizard provides:

• A Jupyter notebook which demonstrates how to use the OpenDP Library
• A plain Python script
• Text and CSV reports

Best, 

Amber Leahey (on behalf of the Dataverse Sensitive Data IG organizing committee)