54 citations · 150 across the 7 of their papers we have counts for
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cs.CY2024★ 3 cited
What to Consider When Considering Differential Privacy for Policy
Priyanka Nanayakkara, Jessica Hullman
Differential privacy (DP) is a mathematical definition of privacy that can be widely applied when publishing data. DP has been recognized as a potential means of adhering to variou…
cs.CR2024★ 54 cited
Measure-Observe-Remeasure: An Interactive Paradigm for Differentially-Private Exploratory Analysis
Priyanka Nanayakkara, Hyeok Kim, Yifan Wu +4
Differential privacy (DP) has the potential to enable privacy-preserving analysis on sensitive data, but requires analysts to judiciously spend a limited ``privacy loss budget'' $ε…