Centering Policy and Practice: Research Gaps around Usable Differential Privacy

17 June 2024

Papers citing "Centering Policy and Practice: Research Gaps around Usable Differential Privacy"

10 / 10 papers shown

Title
What Are the Chances? Explaining the Epsilon Parameter in Differential Privacy Priyanka Nanayakkara Mary Anne Smart Rachel Cummings Gabriel Kaptchuk Elissa M. Redmiles 54 33 0 01 Mar 2023
Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry Gonzalo Munilla Garrido Xiaoyuan Liu Florian Matthes D. Song 28 25 0 07 Nov 2022
"Am I Private and If So, how Many?" - Communicating Privacy Guarantees of Differential Privacy with Risk Communication Formats Daniel Franzen Saskia Nuñez von Voigt Peter Sorries Florian Tschorsch Claudia Muller-Birn 49 19 0 23 Aug 2022
Exploring Design and Governance Challenges in the Development of Privacy-Preserving Computation Nitin Agrawal Reuben Binns Max Van Kleek Kim Laine N. Shadbolt 43 43 0 20 Jan 2021
Towards Effective Differential Privacy Communication for Users' Data Sharing Decision and Comprehension Aiping Xiong Tianhao Wang Ninghui Li S. Jha 11 61 0 31 Mar 2020
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Kunal Talwar Abhradeep Thakurta 170 423 0 29 Nov 2018
An Economic Analysis of Privacy Protection and Statistical Accuracy as Social Choices John M. Abowd Ian M. Schmutte 24 124 0 20 Aug 2018
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences Borja Balle Gilles Barthe Marco Gaboardi 66 384 0 04 Jul 2018
Datasheets for Datasets Timnit Gebru Jamie Morgenstern Briana Vecchione Jennifer Wortman Vaughan Hanna M. Wallach Hal Daumé Kate Crawford 222 2,158 0 23 Mar 2018
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response Ulfar Erlingsson Vasyl Pihur Aleksandra Korolova 62 1,977 0 25 Jul 2014