"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"

30 / 30 papers shown

Title
An information theorist's tour of differential privacy Anand D. Sarwate Flavio du Pin Calmon O. Kosut Lalitha Sankar 8 0 0 11 Oct 2025
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 24 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 36 0 0 04 Sep 2025
Bipartite Randomized Response Mechanism for Local Differential Privacy Shun Zhang Hai Zhu Zhili Chen N. Xiong 122 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 284 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 privacyInternational Conference on Learning Analytics and Knowledge (LAK), 2024 Qinyi Liu Ronas Shakya Mohammad Khalil Jelena Jovanovic 127 8 0 03 Jan 2025
SoK: Usability Studies in Differential PrivacyProceedings on Privacy Enhancing Technologies (PoPETs), 2025 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 PrivacyNeural Information Processing Systems (NeurIPS), 2025 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 119 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 PlatformsSymposium On Usable Privacy and Security (SOUPS), 2025 Leijie Wang Ruotong Wang S. Williams-Ceci Sanketh Menda Amy X. Zhang 84 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-SGDNeural Information Processing Systems (NeurIPS), 2025 Franziska Boenisch Christopher Muhl Adam Dziedzic Roy Rinberg Nicolas Papernot 164 21 0 29 Mar 2023
What Are the Chances? Explaining the Epsilon Parameter in Differential PrivacyUSENIX Security Symposium (USENIX Security), 2025 Priyanka Nanayakkara Mary Anne Smart Rachel Cummings Gabriel Kaptchuk Elissa M. Redmiles 146 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 104 24 0 23 Aug 2022
New Differential Privacy Communication Pipeline and Design Framework Jinyuan Jia Z. Wen Zheli Liu Changyu Dong 94 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 107 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