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Differentially private release of medical microdata: an efficient and practical approach for preserving informative attribute values
BACKGROUND: Various methods based on k-anonymity have been proposed for publishing medical data while preserving privacy. However, the k-anonymity property assumes that adversaries possess fixed background knowledge. Although differential privacy overcomes this limitation, it is specialized for aggr...
Autores principales: | Lee, Hyukki, Chung, Yon Dohn |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7346516/ https://www.ncbi.nlm.nih.gov/pubmed/32641043 http://dx.doi.org/10.1186/s12911-020-01171-5 |
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