Statistically Valid Inferences from Privacy Protected Data

• In Event: Better Inference in the Era of Big Data

Brief Overview

We propose a general-purpose data analytic system with mathematical guarantees of privacy for individuals who may be represented in the data and statistical guarantees for researchers analyzing it.

Authors

• Georgina Evans, Harvard University

• Gary King, Harvard University

• Margaret Schwenzfeier, Harvard University

• Abhradeep Thakurta, UCSC