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"

8 / 8 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 114 1 0 19 Apr 2024
What Are the Chances? Explaining the Epsilon Parameter in Differential Privacy Priyanka Nanayakkara Mary Anne Smart Rachel Cummings Gabriel Kaptchuk Elissa M. Redmiles 104 34 0 01 Mar 2023
Participatory Personalization in Classification Hailey J James Chirag Nagpal Katherine A. Heller Berk Ustun 70 5 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 119 8 0 28 Nov 2022
Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration Miti Mazmudar Thomas Humphries Jiaxiang Liu Matthew Rafuse Xi He 51 10 0 28 Nov 2022
Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry Gonzalo Munilla Garrido Xiaoyuan Liu Florian Matthes Basel Alomair 66 25 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 Hao Feng Huamin Qu Haochao Ying Wei Chen 66 14 0 29 Aug 2022
New Differential Privacy Communication Pipeline and Design Framework Jinyuan Jia Z. Wen Zheli Liu Changyu Dong 67 0 0 04 Aug 2022