14 citations · 14 across the 1 of their papers we have counts for
4 papers
Equity and Privacy: More Than Just a Tradeoff
David Pujol, Ashwin Machanavajjhala
While the entire field of privacy preserving data analytics is focused on the privacy-utility tradeoff, recent work has shown that privacy preserving data publishing can introduce…
Budget Sharing for Multi-Analyst Differential Privacy
David Pujol, Yikai Wu, Brandon Fain +1
Large organizations that collect data about populations (like the US Census Bureau) release summary statistics that are used by multiple stakeholders for resource allocation and po…
Answering Summation Queries for Numerical Attributes under Differential Privacy
Yikai Wu, David Pujol, Ios Kotsogiannis +1
In this work we explore the problem of answering a set of sum queries under Differential Privacy. This is a little understood, non-trivial problem especially in the case of numeric…
Fair Decision Making using Privacy-Protected Data
Satya Kuppam, Ryan Mckenna, David Pujol +3
Data collected about individuals is regularly used to make decisions that impact those same individuals. We consider settings where sensitive personal data is used to decide who wi…