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"

16 / 16 papers shown

Title
Publishing Wikipedia usage data with strong privacy guarantees Temilola Adeleye Skye Berghel Damien Desfontaines Michael Hay Isaac Johnson ... Thomas Magerlein G. Modena David Pujol Daniel Simmons-Marengo H. Triedman 31 8 0 30 Aug 2023
Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment Rachel Cummings Damien Desfontaines David Evans Roxana Geambasu Yangsibo Huang ... Li Xiong Sergey Yekhanin Da Yu Huanyu Zhang Wanrong Zhang 50 44 0 14 Apr 2023
What Are the Chances? Explaining the Epsilon Parameter in Differential Privacy Priyanka Nanayakkara Mary Anne Smart Rachel Cummings Gabriel Kaptchuk Elissa M. Redmiles 86 33 0 01 Mar 2023
Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry Gonzalo Munilla Garrido Xiaoyuan Liu Florian Matthes Basel Alomair 38 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 58 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 45 43 0 20 Jan 2021
Attribute Privacy: Framework and Mechanisms Wanrong Zhang O. Ohrimenko Rachel Cummings 57 37 0 08 Sep 2020
Overlook: Differentially Private Exploratory Visualization for Big Data Pratiksha Thaker M. Budiu Parikshit Gopalan Udi Wieder Matei A. Zaharia 53 20 0 22 Jun 2020
Parametric Bootstrap for Differentially Private Confidence Intervals Cecilia Ferrando Shufan Wang Daniel Sheldon 47 40 0 14 Jun 2020
Towards Effective Differential Privacy Communication for Users' Data Sharing Decision and Comprehension Aiping Xiong Tianhao Wang Ninghui Li S. Jha 35 62 0 31 Mar 2020
Interpreting Epsilon of Differential Privacy in Terms of Advantage in Guessing or Approximating Sensitive Attributes Peeter Laud A. Pankova 27 15 0 28 Nov 2019
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Kunal Talwar Abhradeep Thakurta 186 427 0 29 Nov 2018
An Economic Analysis of Privacy Protection and Statistical Accuracy as Social Choices John M. Abowd Ian M. Schmutte 27 124 0 20 Aug 2018
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences Borja Balle Gilles Barthe Marco Gaboardi 82 389 0 04 Jul 2018
Datasheets for Datasets Timnit Gebru Jamie Morgenstern Briana Vecchione Jennifer Wortman Vaughan Hanna M. Wallach Hal Daumé Kate Crawford 266 2,184 0 23 Mar 2018
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response Ulfar Erlingsson Vasyl Pihur Aleksandra Korolova 96 1,992 0 25 Jul 2014