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Inference attacks against differentially private query results from genomic datasets including dependent tuples

MOTIVATION: The rapid decrease in the sequencing technology costs leads to a revolution in medical research and clinical care. Today, researchers have access to large genomic datasets to study associations between variants and complex traits. However, availability of such genomic datasets also resul...

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Detalles Bibliográficos
Autores principales: Almadhoun, Nour, Ayday, Erman, Ulusoy, Özgür
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7355303/
https://www.ncbi.nlm.nih.gov/pubmed/32657411
http://dx.doi.org/10.1093/bioinformatics/btaa475