Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases

16 January 2022

Papers citing "Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases"

7 / 7 papers shown

Title
A Survey on Federated Analytics: Taxonomy, Enabling Techniques, Applications and Open Issues Zibo Wang Haichao Ji Yifei Zhu Dan Wang Zhu Han 51 1 0 19 Apr 2024
From Theory to Comprehension: A Comparative Study of Differential Privacy and $k$ -Anonymity Saskia Nuñez von Voigt Luise Mehner Florian Tschorsch 48 1 0 05 Apr 2024
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 28 23 0 23 Feb 2023
Participatory Personalization in Classification Hailey J James Chirag Nagpal Katherine A. Heller Berk Ustun 39 4 0 08 Feb 2023
On the Utility Recovery Incapability of Neural Net-based Differential Private Tabular Training Data Synthesizer under Privacy Deregulation Yucong Liu ChiHua Wang Guang Cheng 29 7 0 28 Nov 2022
Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry Gonzalo Munilla Garrido Xiaoyuan Liu Florian Matthes D. Song 28 24 0 07 Nov 2022
DPVisCreator: Incorporating Pattern Constraints to Privacy-preserving Visualizations via Differential Privacy Jiehui Zhou Xumeng Wang Jason K. Wong Huan Wang Zhong-hua Wang ... Xiaoran Yan H. Feng Huamin Qu Haochao Ying Wei Chen 22 14 0 29 Aug 2022