Citation:
Hay, Michael, Marco Gaboardi, and Salil Vadhan. “A programming framework for OpenDP.” 6th Workshop on the Theory and Practice of Differential Privacy (TPDP 2020), 2020.
 | MAY 2020.pdf | 528 KB |
| TPDP 2020.pdf | 237 KB |
Abstract:
Version History: Original version released as a Working Paper for the May 2020 OpenDP Community Meeting (version attached as MAY 2020.pdf, and accessible online at https://projects.iq.harvard.edu/files/opendp/files/opendp_programming_fr...).
Talks: View a talk on this paper presented by Marco Gaboardi and Michael Hay at the 2020 OpenDP Community Meeting.
Subsequently presented as a poster at TPDP 2020 (attached as TPDP2020.pdf).
In this working paper, we propose a programming framework for the library of differentially private algorithms that will be at the core of the OpenDP open-source software project, and recommend programming languages in which to implement the framework.