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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...

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Detalles Bibliográficos
Autores principales: Lee, Hyukki, Chung, Yon Dohn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
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