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Confidence-ranked reconstruction of census microdata from published statistics

A reconstruction attack on a private dataset D takes as input some publicly accessible information about the dataset and produces a list of candidate elements of D. We introduce a class of data reconstruction attacks based on randomized methods for nonconvex optimization. We empirically demonstrate...

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Detalles Bibliográficos
Autores principales:	Dick, Travis, Dwork, Cynthia, Kearns, Michael, Liu, Terrance, Roth, Aaron, Vietri, Giuseppe, Wu, Zhiwei Steven
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	National Academy of Sciences 2023
Materias:	Physical Sciences
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9974405/ https://www.ncbi.nlm.nih.gov/pubmed/36800385 http://dx.doi.org/10.1073/pnas.2218605120

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