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Differential privacy in the 2020 US census: what will it do? Quantifying the accuracy/privacy tradeoff

Background: The 2020 US Census will use a novel approach to disclosure avoidance to protect respondents’ data, called TopDown. This TopDown algorithm was applied to the 2018 end-to-end (E2E) test of the decennial census. The computer code used for this test as well as accompanying exposition has rec...

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Detalhes bibliográficos
Publicado no:Gates Open Res
Main Authors: Petti, Samantha, Flaxman, Abraham
Formato: Artigo
Idioma:Inglês
Publicado em: F1000 Research Limited 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7216402/
https://ncbi.nlm.nih.gov/pubmed/32478311
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.12688/gatesopenres.13089.2
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