Difference between revisions of "Statistical Disclosure Control"
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==Papers== | ==Papers== | ||
===US Census Bureau=== | |||
* [http://www.census.gov/srd/papers/pdf/rrs2007-21.pdf “Examples of Easy-to-implement, Widely Used Masking Methods for which Analytic Properties are not Justified,”] Winkler, W. E. (2007b), | * [http://www.census.gov/srd/papers/pdf/rrs2007-21.pdf “Examples of Easy-to-implement, Widely Used Masking Methods for which Analytic Properties are not Justified,”] Winkler, W. E. (2007b), | ||
* [https://www.census.gov/srd/CDAR/cdar2014-02_Discl_Avoid_Techniques.pdf Disclosure Avoidance Techniques at the U.S. Census Bureau: Current Practices and Research], Amy Lauger, Billy Wisniewski, and Laura McKenna, Center for Disclosure Avoidance Research, RESEARCH REPORT SERIES #2014-02, U.S. Census Bureau, September 26, 2014. | * [https://www.census.gov/srd/CDAR/cdar2014-02_Discl_Avoid_Techniques.pdf Disclosure Avoidance Techniques at the U.S. Census Bureau: Current Practices and Research], Amy Lauger, Billy Wisniewski, and Laura McKenna, Center for Disclosure Avoidance Research, RESEARCH REPORT SERIES #2014-02, U.S. Census Bureau, September 26, 2014. | ||
* [https://www.census.gov/srd/CDAR/rrs2005-06_DisclAvoid_Practices.pdf Disclosure Avoidance Practices and Research at the U.S. Census Bureau: An Update], Laura Zayatz, Statistical Research Division, RESEARCH REPORT SERIES, (Statistics #2005-06), Revised August 31, 2005 | * [https://www.census.gov/srd/CDAR/rrs2005-06_DisclAvoid_Practices.pdf Disclosure Avoidance Practices and Research at the U.S. Census Bureau: An Update], Laura Zayatz, Statistical Research Division, RESEARCH REPORT SERIES, (Statistics #2005-06), Revised August 31, 2005 | ||
* [http://www.census.gov/econ/census/help/methodology_disclosure/disclosure.html Disclosure], U.S. Census Bureau Economic Census website, Last Revised: March 05, 2015 | * [http://www.census.gov/econ/census/help/methodology_disclosure/disclosure.html Disclosure], U.S. Census Bureau Economic Census website, Last Revised: March 05, 2015 | ||
* [https://www.census.gov/srd/papers/pdf/rrs2009-10.pdf Disclosure Avoidance for Census 2010 and American Community Survey Five-year Tabular Data Products ], Laura Zayatz, Jason Lucero, Paul Massell, Asoka Ramanayake, RESEARCH REPORT SERIES (Statistics #2009-10) , November 23, 2009 | * [https://www.census.gov/srd/papers/pdf/rrs2009-10.pdf Disclosure Avoidance for Census 2010 and American Community Survey Five-year Tabular Data Products ], Laura Zayatz, Jason Lucero, Paul Massell, Asoka Ramanayake, RESEARCH REPORT SERIES (Statistics #2009-10) , November 23, 2009 | ||
* [https://www.census.gov/history/pdf/ConfidentialityMonograph.pdf A Monograph on Confidentiality and Privacy in the U.S. Census], George Gatewood, US Census Policy Office, July 2001. | * [https://www.census.gov/history/pdf/ConfidentialityMonograph.pdf A Monograph on Confidentiality and Privacy in the U.S. Census], George Gatewood, US Census Policy Office, July 2001. | ||
* [https://fcsm.sites.usa.gov/files/2014/05/E3_Massell_2013FCSM.pdf A Disclosure Avoidance Research Agenda], Paul B. Massell, Center for Disclosure Avoidance Research, U.S. Census Bureau, May 2014. | * [https://fcsm.sites.usa.gov/files/2014/05/E3_Massell_2013FCSM.pdf A Disclosure Avoidance Research Agenda], Paul B. Massell, Center for Disclosure Avoidance Research, U.S. Census Bureau, May 2014. | ||
* Winkler, W. E. (2008), “General Discrete-data Modeling Methods for Producing Synthetic Data with Reduced Re-identification Risk that Preserve Analytic Properties,” IAB Workshop on Confidentiality and Disclosure, http://fdz.iab.de/en/FDZ_Events/SDC-Workshop.aspx, Nuremberg, Germany, November 20-21, 2008 (also http://www.census.gov/srd/papers/pdf /rrs2010-02 ). | * Winkler, W. E. (2008), “General Discrete-data Modeling Methods for Producing Synthetic Data with Reduced Re-identification Risk that Preserve Analytic Properties,” IAB Workshop on Confidentiality and Disclosure, http://fdz.iab.de/en/FDZ_Events/SDC-Workshop.aspx, Nuremberg, Germany, November 20-21, 2008 (also http://www.census.gov/srd/papers/pdf /rrs2010-02 ). | ||
* Winkler, W. E. (2010), “General Discrete-data Modeling Methods for Creating Synthetic Data with Reduce Re-identification Risk that Preserve Analytic Properties,” http://www.census.gov/srd/papers/pdf/rrs2010-02.pdf . | * Winkler, W. E. (2010), “General Discrete-data Modeling Methods for Creating Synthetic Data with Reduce Re-identification Risk that Preserve Analytic Properties,” http://www.census.gov/srd/papers/pdf/rrs2010-02.pdf . | ||
* Winkler, W.E. (2013c), Cleanup and Analysis of Sets of National Files, Federal Committee on Statistical Methodology, Proceedings of the Bi-Annual Research Conference, http://www.copafs.org/UserFiles/file/fcsm/J1_Winkler_2013FCSM.pdf., https://fcsm.sites.usa.gov/files/2014/05/J1_Winkler_2013FCSM.pdf | |||
===Review Articles=== | |||
* Fienberg, Stephen, "Confidentiality and Disclosure Limitation," Encyclopedia of Social Measurement, Volume 1, 2005. '''A good overview article about statistical disclosure limitation, not too much math. No mention of differential privacy, of course.''' | |||
* | |||
Revision as of 09:14, 8 March 2017
Presentations
- Disclosure Avoidance Methods and Research at the U. S. Census Bureau, Billy Wisniewski, Amy Lauger, and Laura McKenna, Center for Disclosure Avoidance, Research (CDAR), U.S. Census Bureau, April 21, 2015
- eConfidentiality - a Disclosure Avoidance Application System (Proposed), Bei Wang, U.S. Census Bureau, April 21, 2015
Papers
US Census Bureau
- “Examples of Easy-to-implement, Widely Used Masking Methods for which Analytic Properties are not Justified,” Winkler, W. E. (2007b),
- Disclosure Avoidance Techniques at the U.S. Census Bureau: Current Practices and Research, Amy Lauger, Billy Wisniewski, and Laura McKenna, Center for Disclosure Avoidance Research, RESEARCH REPORT SERIES #2014-02, U.S. Census Bureau, September 26, 2014.
- Disclosure Avoidance Practices and Research at the U.S. Census Bureau: An Update, Laura Zayatz, Statistical Research Division, RESEARCH REPORT SERIES, (Statistics #2005-06), Revised August 31, 2005
- Disclosure, U.S. Census Bureau Economic Census website, Last Revised: March 05, 2015
- Disclosure Avoidance for Census 2010 and American Community Survey Five-year Tabular Data Products , Laura Zayatz, Jason Lucero, Paul Massell, Asoka Ramanayake, RESEARCH REPORT SERIES (Statistics #2009-10) , November 23, 2009
- A Monograph on Confidentiality and Privacy in the U.S. Census, George Gatewood, US Census Policy Office, July 2001.
- A Disclosure Avoidance Research Agenda, Paul B. Massell, Center for Disclosure Avoidance Research, U.S. Census Bureau, May 2014.
- Winkler, W. E. (2008), “General Discrete-data Modeling Methods for Producing Synthetic Data with Reduced Re-identification Risk that Preserve Analytic Properties,” IAB Workshop on Confidentiality and Disclosure, http://fdz.iab.de/en/FDZ_Events/SDC-Workshop.aspx, Nuremberg, Germany, November 20-21, 2008 (also http://www.census.gov/srd/papers/pdf /rrs2010-02 ).
- Winkler, W. E. (2010), “General Discrete-data Modeling Methods for Creating Synthetic Data with Reduce Re-identification Risk that Preserve Analytic Properties,” http://www.census.gov/srd/papers/pdf/rrs2010-02.pdf .
- Winkler, W.E. (2013c), Cleanup and Analysis of Sets of National Files, Federal Committee on Statistical Methodology, Proceedings of the Bi-Annual Research Conference, http://www.copafs.org/UserFiles/file/fcsm/J1_Winkler_2013FCSM.pdf., https://fcsm.sites.usa.gov/files/2014/05/J1_Winkler_2013FCSM.pdf
Review Articles
- Fienberg, Stephen, "Confidentiality and Disclosure Limitation," Encyclopedia of Social Measurement, Volume 1, 2005. A good overview article about statistical disclosure limitation, not too much math. No mention of differential privacy, of course.
