54 citations · 59 across the 8 of their papers we have counts for
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3 papers · 1 filter
stat.ME2023★ 1 cited
Advancing Microdata Privacy Protection: A Review of Synthetic Data
Jingchen Hu, Claire McKay Bowen
Synthetic data generation is a powerful tool for privacy protection when considering public release of record-level data files. Initially proposed about three decades ago, it has g…
stat.ME2016★ 54 cited
Comparative Study of Differentially Private Data Synthesis Methods
Claire McKay Bowen, Fang Liu
When sharing data among researchers or releasing data for public use, there is a risk of exposing sensitive information of individuals in the data set. Data synthesis (DS) is a sta…
stat.ME2014★ 2 cited
Partitioning a Large Simulation as It Runs
Kary Myers, Earl Lawrence, Michael Fugate +5
As computer simulations continue to grow in size and complexity, they present a particularly challenging class of big data problems. Many application areas are moving toward exasca…