The Hybrid Synthetic Microdata Platform
| Autor: | Morris A. Swertz, Joël Kuiper, Edwin R. van den Heuvel |
|---|---|
| Přispěvatelé: | Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI) |
| Jazyk: | angličtina |
| Rok vydání: | 2015 |
| Předmět: |
Statistical disclosure control
Computer science Internet privacy Statistics as Topic Medicine (miscellaneous) Disclosure 01 natural sciences General Biochemistry Genetics and Molecular Biology Synthetic data Statistics Nonparametric 010104 statistics & probability 03 medical and health sciences Humans Confidentiality 0101 mathematics 030304 developmental biology Biological Specimen Banks 0303 health sciences PRIVACY business.industry Cell Biology General Medicine Original Articles Biobank Databases as Topic Microdata (HTML) business |
| Zdroj: | Biopreservation and Biobanking Biopreservation and biobanking, 13(3), 178-182. MARY ANN LIEBERT, INC |
| ISSN: | 1947-5543 1947-5535 |
| Popis: | Owners of biobanks are in an unfortunate position: on the one hand, they need to protect the privacy of their participants, whereas on the other, their usefulness relies on the disclosure of the data they hold. Existing methods for Statistical Disclosure Control attempt to find a balance between utility and confidentiality, but come at a cost for the analysts of the data. We outline an alternative perspective to the balance between confidentiality and utility. By combining the generation of synthetic data with the automated execution of data analyses, biobank owners can guarantee the privacy of their participants, yet allow the analysts to work in an unrestricted manner. |
| Databáze: | OpenAIRE |
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