Lessons Learned: Surveying the Practicality of Differential Privacy in
the Industry

Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry

7 November 2022

Gonzalo Munilla Garrido

Florian Matthes

Papers citing "Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry"

13 / 13 papers shown

Title
Adopt a PET! An Exploration of PETs, Policy, and Practicalities for Industry in Canada Masoumeh Shafieinejad Xi He Bailey Kacsmar OnRL 42 0 0 04 Mar 2025
SoK: Usability Studies in Differential Privacy Onyinye Dibia Brad Stenger Steven Baldasty Mako Bates Ivoline C. Ngong Yuanyuan Feng Joseph P. Near 76 0 0 22 Dec 2024
Are Data Experts Buying into Differentially Private Synthetic Data? Gathering Community Perspectives Lucas Rosenblatt Bill Howe Julia Stoyanovich 70 0 0 17 Dec 2024
But Can You Use It? Design Recommendations for Differentially Private Interactive Systems Liudas Panavas Joshua Snoke Erika Tyagi C. Bowen Aaron R. Williams 77 0 0 16 Dec 2024
What's New in My Data? Novelty Exploration via Contrastive Generation Masaru Isonuma Ivan Titov 28 0 0 18 Oct 2024
"I inherently just trust that it works": Investigating Mental Models of Open-Source Libraries for Differential Privacy Patrick Song Jayshree Sarathy Michael Shoemate Salil P. Vadhan 25 1 0 13 Oct 2024
Centering Policy and Practice: Research Gaps around Usable Differential Privacy Rachel Cummings Jayshree Sarathy 38 7 0 17 Jun 2024
Measure-Observe-Remeasure: An Interactive Paradigm for Differentially-Private Exploratory Analysis Priyanka Nanayakkara Hyeok Kim Yifan Wu Ali Sarvghad Narges Mahyar G. Miklau Jessica Hullman 31 17 0 04 Jun 2024
Evaluating the Usability of Differential Privacy Tools with Data Practitioners Ivoline C. Ngong Brad Stenger Joseph P. Near Yuanyuan Feng 21 12 0 24 Sep 2023
Don't Look at the Data! How Differential Privacy Reconfigures the Practices of Data Science Jayshree Sarathy Sophia Song Audrey Haque Tania Schlatter Salil P. Vadhan 23 23 0 23 Feb 2023
Going Incognito in the Metaverse: Achieving Theoretically Optimal Privacy-Usability Tradeoffs in VR V. Nair Gonzalo Munilla Garrido D. Song 21 34 0 11 Aug 2022
Analyzing the Differentially Private Theil-Sen Estimator for Simple Linear Regression Jayshree Sarathy Salil P. Vadhan 28 7 0 27 Jul 2022
Do I Get the Privacy I Need? Benchmarking Utility in Differential Privacy Libraries Gonzalo Munilla Garrido Joseph P. Near Aitsam Muhammad Warren He Roman Matzutt Florian Matthes 22 13 0 22 Sep 2021