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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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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Main Authors: Lee, Hyukki, Chung, Yon Dohn
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7346516/
https://ncbi.nlm.nih.gov/pubmed/32641043
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-020-01171-5
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