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Don't Look at the Data! How Differential Privacy Reconfigures the Practices of Data Science
23 February 2023
Jayshree Sarathy
Sophia Song
Audrey Haque
Tania Schlatter
Salil P. Vadhan
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Papers citing
"Don't Look at the Data! How Differential Privacy Reconfigures the Practices of Data Science"
13 / 13 papers shown
Title
Are Data Experts Buying into Differentially Private Synthetic Data? Gathering Community Perspectives
Lucas Rosenblatt
Bill Howe
Julia Stoyanovich
59
0
0
17 Dec 2024
But Can You Use It? Design Recommendations for Differentially Private Interactive Systems
Liudas Panavas
Joshua Snoke
Erika Tyagi
C. Bowen
Aaron R. Williams
72
0
0
16 Dec 2024
What's New in My Data? Novelty Exploration via Contrastive Generation
Masaru Isonuma
Ivan Titov
26
0
0
18 Oct 2024
"I inherently just trust that it works": Investigating Mental Models of Open-Source Libraries for Differential Privacy
Patrick Song
Jayshree Sarathy
Michael Shoemate
Salil P. Vadhan
22
1
0
13 Oct 2024
Centering Policy and Practice: Research Gaps around Usable Differential Privacy
Rachel Cummings
Jayshree Sarathy
33
7
0
17 Jun 2024
Measure-Observe-Remeasure: An Interactive Paradigm for Differentially-Private Exploratory Analysis
Priyanka Nanayakkara
Hyeok Kim
Yifan Wu
Ali Sarvghad
Narges Mahyar
G. Miklau
Jessica Hullman
31
17
0
04 Jun 2024
Programming Frameworks for Differential Privacy
Marco Gaboardi
Michael Hay
Salil P. Vadhan
25
1
0
17 Mar 2024
Integrating Differential Privacy and Contextual Integrity
Sebastian Benthall
Rachel Cummings
32
8
0
28 Jan 2024
Bounded and Unbiased Composite Differential Privacy
Kai Zhang
Yanjun Zhang
Ruoxi Sun
Pei-Wei Tsai
M. Hassan
Xingliang Yuan
Minhui Xue
Jinjun Chen
36
12
0
04 Nov 2023
Evaluating the Usability of Differential Privacy Tools with Data Practitioners
Ivoline C. Ngong
Brad Stenger
Joseph P. Near
Yuanyuan Feng
10
12
0
24 Sep 2023
Prior-itizing Privacy: A Bayesian Approach to Setting the Privacy Budget in Differential Privacy
Zeki Kazan
Jerome P. Reiter
19
3
0
19 Jun 2023
Analyzing the Differentially Private Theil-Sen Estimator for Simple Linear Regression
Jayshree Sarathy
Salil P. Vadhan
18
7
0
27 Jul 2022
Differential Privacy for Government Agencies -- Are We There Yet?
Joerg Drechsler
21
20
0
17 Feb 2021
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