Randomness Concerns when Deploying Differential Privacy

Author:

Garfinkel Simson L.1,Leclerc Philip1

Affiliation:

1. U.S. Census Bureau, Suitland, MD, USA

Funder

US Census Bureau

Publisher

ACM

Reference86 articles.

1. 2018. Restricted-Use Microdata. https://www.census.gov/research/data/ restricted_use_microdata.html#CRE1 Last Accessed July 14 2018. 2018. Restricted-Use Microdata. https://www.census.gov/research/data/ restricted_use_microdata.html#CRE1 Last Accessed July 14 2018.

2. Alex Abella. 2009. Soldiers of Reason: The RAND Corporation and the Rise of the American Empire. Mariner Books. Alex Abella. 2009. Soldiers of Reason: The RAND Corporation and the Rise of the American Empire. Mariner Books.

3. John Abowd Robert Ashmead Simson Garfinkel Daniel Kifer Philip Leclerc Ashwin Machanavajjhala Brett Moran and Pavel Zhuravlev. 2019. Census TopDown Algorithm: Differentially Private Data Incremental Schemas and Consistency with Public Knowledge. (Oct. 2019). https://github.com/uscensusbureau/census2020-das-2010ddp/blob/master/doc/20191020_1843_Consistency_for_Large_Scale_Differentially_Private_Histograms.pdf John Abowd Robert Ashmead Simson Garfinkel Daniel Kifer Philip Leclerc Ashwin Machanavajjhala Brett Moran and Pavel Zhuravlev. 2019. Census TopDown Algorithm: Differentially Private Data Incremental Schemas and Consistency with Public Knowledge. (Oct. 2019). https://github.com/uscensusbureau/census2020-das-2010ddp/blob/master/doc/20191020_1843_Consistency_for_Large_Scale_Differentially_Private_Histograms.pdf

4. The U.S. Census Bureau Adopts Differential Privacy

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