"I need a better description'': An Investigation Into User Expectations For Differential Privacy

13 October 2021

Papers citing ""I need a better description'': An Investigation Into User Expectations For Differential Privacy"

29 / 29 papers shown

Title
From Perception to Protection: A Developer-Centered Study of Security and Privacy Threats in Extended Reality (XR) Kunlin Cai Jinghuai Zhang Ying Li Z. J. Wang Xun Chen Tianshi Li Yuan Tian 20 0 0 08 Sep 2025
An Interactive Framework for Finding the Optimal Trade-off in Differential Privacy Yaohong Yang Aki Rehn Sammie Katt Antti Honkela Samuel Kaski 28 0 0 04 Sep 2025
Bipartite Randomized Response Mechanism for Local Differential Privacy Shun Zhang Hai Zhu Zhili Chen N. Xiong 118 0 0 29 Apr 2025
Are Users More Willing to Use Formally Verified Password Managers? Carolina Carreira J. Ferreira A. Mendes Nicolas Christin 95 0 0 02 Apr 2025
Empirical Privacy Variance Yuzheng Hu Fan Wu Ruicheng Xian Yuhang Liu Lydia Zakynthinou Pritish Kamath Chiyuan Zhang David A. Forsyth 276 1 0 16 Mar 2025
Adopt a PET! An Exploration of PETs, Policy, and Practicalities for Industry in Canada Masoumeh Shafieinejad Xi He Bailey Kacsmar OnRL 177 1 0 04 Mar 2025
Video-DPRP: A Differentially Private Approach for Visual Privacy-Preserving Video Human Activity Recognition Allassan Tchangmena A Nken Susan Mckeever Peter Corcoran Ihsan Ullah PICV 149 0 0 03 Mar 2025
Advancing privacy in learning analytics using differential privacy Qinyi Liu Ronas Shakya Mohammad Khalil Jelena Jovanovic 127 8 0 03 Jan 2025
SoK: Usability Studies in Differential Privacy Onyinye Dibia Brad Stenger Brad Stenger Steven Baldasty Mako Bates Ivoline C. Ngong Yuanyuan Feng Joseph P. Near 174 3 0 22 Dec 2024
Are Data Experts Buying into Differentially Private Synthetic Data? Gathering Community Perspectives Lucas Rosenblatt Bill Howe Julia Stoyanovich 156 1 0 17 Dec 2024
An applied Perspective: Estimating the Differential Identifiability Risk of an Exemplary SOEP Data Set Jonas Allmann Saskia Nuñez von Voigt Florian Tschorsch 99 0 0 04 Jul 2024
Attack-Aware Noise Calibration for Differential Privacy B. Kulynych Juan Felipe Gomez G. Kaissis Flavio du Pin Calmon Carmela Troncoso 179 13 0 02 Jul 2024
Evaluating the Usability of Differential Privacy Tools with Data Practitioners Ivoline C. Ngong Brad Stenger Joseph P. Near Yuanyuan Feng 148 18 0 24 Sep 2023
When Synthetic Data Met Regulation Georgi Ganev 115 2 0 01 Jul 2023
"Is Reporting Worth the Sacrifice of Revealing What I Have Sent?": Privacy Considerations When Reporting on End-to-End Encrypted Platforms Leijie Wang Ruotong Wang S. Williams-Ceci Sanketh Menda Amy X. Zhang 76 3 0 18 Jun 2023
Training Data Extraction From Pre-trained Language Models: A Survey Shotaro Ishihara 165 51 0 25 May 2023
Have it your way: Individualized Privacy Assignment for DP-SGD Franziska Boenisch Christopher Muhl Adam Dziedzic Roy Rinberg Nicolas Papernot 164 20 0 29 Mar 2023
What Are the Chances? Explaining the Epsilon Parameter in Differential Privacy Priyanka Nanayakkara Mary Anne Smart Rachel Cummings Gabriel Kaptchuk Elissa M. Redmiles 138 44 0 01 Mar 2023
Position: Considerations for Differentially Private Learning with Large-Scale Public Pretraining Florian Tramèr Gautam Kamath Nicholas Carlini SILM 241 85 0 13 Dec 2022
Privacy Explanations - A Means to End-User Trust Wasja Brunotte Alexander Specht Larissa Chazette K. Schneider 101 32 0 18 Oct 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 96 24 0 23 Aug 2022
New Differential Privacy Communication Pipeline and Design Framework Jinyuan Jia Z. Wen Zheli Liu Changyu Dong 90 0 0 04 Aug 2022
Statistical Data Privacy: A Song of Privacy and Utility Aleksandra B. Slavkovic Jeremy Seeman 90 27 0 06 May 2022
SoK: Differential Privacy on Graph-Structured Data Tamara T. Mueller Dmitrii Usynin Johannes C. Paetzold Daniel Rueckert Georgios Kaissis 134 19 0 17 Mar 2022
Using Illustrations to Communicate Differential Privacy Trust Models: An Investigation of Users' Comprehension, Perception, and Data Sharing Decision Aiping Xiong Chuhao Wu Tianhao Wang R. Proctor Jeremiah Blocki Ninghui Li S. Jha 93 15 0 21 Feb 2022
Local Differential Privacy for Belief Functions Qiyu Li Chunlai Zhou Biao Qin Zhiqiang Xu 103 4 0 17 Feb 2022
Differentially Private Graph Classification with GNNs Tamara T. Mueller Johannes C. Paetzold Chinmay Prabhakar Dmitrii Usynin Daniel Rueckert Georgios Kaissis 140 23 0 05 Feb 2022
SoK: Machine Learning Governance Varun Chandrasekaran Hengrui Jia Anvith Thudi Adelin Travers Mohammad Yaghini Nicolas Papernot 183 19 0 20 Sep 2021
Differential Privacy for Government Agencies -- Are We There Yet? Joerg Drechsler 138 26 0 17 Feb 2021