Synthetic Data: A Look Back and A Look Forward
Publication
, Journal Article
Reiter, JP
Published in: Transactions on Data Privacy
January 1, 2023
When initially proposed, synthetic data for disclosure control was generally dismissed as unlikely to be implemented in practice. Thirty years later, synthetic data are becoming a staple of the disclosure limitation toolkit. We now see synthetic public use files for several major data products with more on the way. In this article, I review the progression of synthetic data, describe some unresolved challenges, and speculate on its future.
Duke Scholars
Published In
Transactions on Data Privacy
EISSN
2013-1631
ISSN
1888-5063
Publication Date
January 1, 2023
Volume
16
Issue
1
Start / End Page
15 / 24
Citation
APA
Chicago
ICMJE
MLA
NLM
Reiter, J. P. (2023). Synthetic Data: A Look Back and A Look Forward. Transactions on Data Privacy, 16(1), 15–24.
Reiter, J. P. “Synthetic Data: A Look Back and A Look Forward.” Transactions on Data Privacy 16, no. 1 (January 1, 2023): 15–24.
Reiter JP. Synthetic Data: A Look Back and A Look Forward. Transactions on Data Privacy. 2023 Jan 1;16(1):15–24.
Reiter, J. P. “Synthetic Data: A Look Back and A Look Forward.” Transactions on Data Privacy, vol. 16, no. 1, Jan. 2023, pp. 15–24.
Reiter JP. Synthetic Data: A Look Back and A Look Forward. Transactions on Data Privacy. 2023 Jan 1;16(1):15–24.
Published In
Transactions on Data Privacy
EISSN
2013-1631
ISSN
1888-5063
Publication Date
January 1, 2023
Volume
16
Issue
1
Start / End Page
15 / 24