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Volumn , Issue , 2015, Pages 111-148

Putting statistical disclosure control into practice: The ARX data anonymization tool

Author keywords

[No Author keywords available]

Indexed keywords

GRAPHICAL USER INTERFACES;

EID: 84957042349     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-3-319-23633-9_6     Document Type: Chapter
Times cited : (79)

References (61)
  • 1
    • 84919412943 scopus 로고    scopus 로고
    • Accessed 22 Apr
    • Article 29 Data Protection Working Party: Opinion 05/2014 on anonymisation techniques. http://www.cnpd.public.lu/fr/publications/groupe-art29/wp216_en.pdf. Accessed 22 Apr (2014)
    • (2014) Opinion 05/2014 on Anonymisation Techniques
  • 2
    • 84957041261 scopus 로고    scopus 로고
    • Accessed 06 May
    • ARX – Powerful Data Anonymization: http://arx.deidentifier.org/. Accessed 06 May (2015)
    • (2015) Powerful Data Anonymization
  • 6
    • 0003157310 scopus 로고    scopus 로고
    • Estimation of identification disclosure risk in microdata
    • Chen, G., Keller-McNulty, S.: Estimation of identification disclosure risk in microdata. J. Off. Stat. 14, 79–95 (1998)
    • (1998) J. Off. Stat , vol.14 , pp. 79-95
    • Chen, G.1    Keller-McNulty, S.2
  • 10
    • 84877081683 scopus 로고    scopus 로고
    • Practicing differential privacy in health care: A review. Trans
    • Dankar, F.K., Emam, K.E.: Practicing differential privacy in health care: a review. Trans. Data Privacy 6(1), 35–67 (2013)
    • (2013) Data Privacy , vol.6 , Issue.1 , pp. 35-67
    • Dankar, F.K.1    Emam, K.E.2
  • 11
  • 12
    • 70350686247 scopus 로고    scopus 로고
    • An ad omnia approach to defining and achieving private data analysis
    • Dwork, C.: An ad omnia approach to defining and achieving private data analysis. In: Proceedings of PinKDD, 1–13 (2007)
    • (2007) Proceedings of Pinkdd , pp. 1-13
    • Dwork, C.1
  • 15
    • 82555187188 scopus 로고    scopus 로고
    • A systematic review of re-identification attacks on health data
    • El Emam, K., Jonker, E., Arbuckle, L., Malin, B.: A systematic review of re-identification attacks on health data. PloS One 6(12), e28071 (2011)
    • (2011) Plos One , vol.6 , Issue.12
    • El Emam, K.1    Jonker, E.2    Arbuckle, L.3    Malin, B.4
  • 19
    • 84988315609 scopus 로고    scopus 로고
    • Kalnis, P., Mamoulis, N.: Fast data anonymization with low information loss
    • Ghinita, G., Karras, P., Kalnis, P., Mamoulis, N.: Fast data anonymization with low information loss. In: Proceedings of the VLDB Endowment, 758–769 (2007)
    • (2007) Proceedings of the VLDB Endowment , pp. 758-769
    • Ghinita, G.1    Karras, P.2
  • 20
    • 84905223399 scopus 로고    scopus 로고
    • Publishing data from electronic health records while preserving privacy: A survey of algorithms
    • Gkoulalas-Divanis, A., Loukides, G., Sun, J.: Publishing data from electronic health records while preserving privacy: a survey of algorithms. J. Biomed. Inform. 50, 4–19 (2014)
    • (2014) J. Biomed. Inform , vol.50 , pp. 4-19
    • Gkoulalas-Divanis, A.1    Loukides, G.2    Sun, J.3
  • 21
    • 84995020646 scopus 로고
    • Strategies for measuring risk in public use micro-data files
    • Greenberg, B., Zayatz, L.: Strategies for measuring risk in public use micro-data files. Statistica Neerlandica 46(1), 33–48 (1992)
    • (1992) Statistica Neerlandica , vol.46 , Issue.1 , pp. 33-48
    • Greenberg, B.1    Zayatz, L.2
  • 22
    • 0347516378 scopus 로고    scopus 로고
    • Applying Pitman’s sampling formula to microdata disclosure risk assessment
    • Hoshino, N.: Applying Pitman’s sampling formula to microdata disclosure risk assessment. J. Off. Stat. 17(4), 499–520 (2001)
    • (2001) J. Off. Stat , vol.17 , Issue.4 , pp. 499-520
    • Hoshino, N.1
  • 25
    • 84964314885 scopus 로고    scopus 로고
    • De-identification of address, date, and alphanumeric identifiers in narrative clinical reports
    • Kayaalp, M., Browne, A.C., Dodd, Z., Sagan, P., McDonald, C.: De-identification of address, date, and alphanumeric identifiers in narrative clinical reports. In: AMIA Annual Symposium Proceedings, 767–776 (2014)
    • (2014) AMIA Annual Symposium Proceedings , pp. 767-776
    • Kayaalp, M.1    Browne, A.C.2    Dodd, Z.3    Sagan, P.4    McDonald, C.5
  • 28
  • 30
    • 29844439016 scopus 로고    scopus 로고
    • Multidimensional k-anonymity (TR-1521)
    • University of Wisconsin
    • LeFevre, K., DeWitt, D.J., Ramakrishnan, R.: Multidimensional k-anonymity (TR-1521). Tech. Rep., University of Wisconsin (2005)
    • (2005) Tech. Rep
    • Lefevre, K.1    Dewitt, D.J.2    Ramakrishnan, R.3
  • 33
    • 84874886418 scopus 로고    scopus 로고
    • Provably private data anonymization: Or, k-anonymity meets differential privacy
    • Li, N., Qardaji, W.H., Su, D.: Provably private data anonymization: or, k-anonymity meets differential privacy. CoRR, abs/1101.2604 49, 55 (2011)
    • (2011) Corr, Abs/1101 , vol.2604 , Issue.49 , pp. 55
    • Li, N.1    Qardaji, W.H.2    Su, D.3
  • 34
    • 84863050103 scopus 로고    scopus 로고
    • Slicing: A new approach for privacy preserving data publishing
    • Li, T., Li, N., Zhang, J., Molloy, I.: Slicing: a new approach for privacy preserving data publishing. Trans. Knowl. Data Eng. 24(3), 561–574 (2012)
    • (2012) Trans. Knowl. Data Eng , vol.24 , Issue.3 , pp. 561-574
    • Li, T.1    Li, N.2    Zhang, J.3    Molloy, I.4
  • 36
    • 78650495084 scopus 로고    scopus 로고
    • Never too old for anonymity: A statistical standard for demographic data sharing via the HIPAA privacy rule
    • Malin, B., Benitez, K., Masys, D.: Never too old for anonymity: a statistical standard for demographic data sharing via the HIPAA privacy rule. J. Am. Med. Inform. Assoc. 18(1), 3–10 (2011)
    • (2011) J. Am. Med. Inform. Assoc , vol.18 , Issue.1 , pp. 3-10
    • Malin, B.1    Benitez, K.2    Masys, D.3
  • 37
    • 70849116921 scopus 로고    scopus 로고
    • Privacy integrated queries: An extensible platform for privacy-preserving data analysis
    • McSherry, F.: Privacy integrated queries: an extensible platform for privacy-preserving data analysis. In: Proceedings of International Conference on Management of Data, 19–30 (2009)
    • (2009) Proceedings of International Conference on Management of Data , pp. 19-30
    • McSherry, F.1
  • 38
    • 34247254718 scopus 로고    scopus 로고
    • Accessed 22 Apr
    • Minka, T.: Lightspeed Matlab toolbox. http://research.microsoft.com/en-us/um/people/minka/software/lightspeed/. Accessed 22 Apr (2014)
    • (2014) Lightspeed Matlab Toolbox
    • Minka, T.1
  • 46
    • 84957028076 scopus 로고    scopus 로고
    • Accessed 22 Apr
    • Privacy Analytics Inc.: About PARAT de-identification software. http://www.privacyanalytics.ca/software/parat/. Accessed 22 Apr (2015)
    • (2015) About PARAT De-Identification Software
  • 50
    • 0003529621 scopus 로고    scopus 로고
    • Computational disclosure control: A primer on data privacy protection
    • MIT
    • Sweeney, L.: Computational disclosure control: a primer on data privacy protection. Ph.D. Thesis, MIT (2001)
    • (2001) Ph.D. Thesis
    • Sweeney, L.1
  • 51
    • 68949164027 scopus 로고    scopus 로고
    • Statistical disclosure control for microdata using the r-package sdcmicro
    • Templ, M.: Statistical disclosure control for microdata using the r-package sdcmicro. Trans. Data Privacy 1(2), 67–85 (2008)
    • (2008) Trans. Data Privacy , vol.1 , Issue.2 , pp. 67-85
    • Templ, M.1
  • 53
    • 85032525172 scopus 로고    scopus 로고
    • U.S. Health Insurance Portability and Accountability Act of 1996. Public Law 1-349 (1996)
    • (1996) Public Law , pp. 1-349
  • 54
    • 84881188576 scopus 로고    scopus 로고
    • Accessed 10 June
    • UTD Data Security and Privacy Lab: UTD anonymization toolbox. http://www.cs.utdallas.edu/dspl/cgi-bin/toolbox/index.php. Accessed 10 June (2012)
    • (2012) UTD Anonymization Toolbox
  • 55
    • 84956988673 scopus 로고    scopus 로고
    • Accessed 22 Apr
    • Wikipedia: Hasse diagram. https://en.wikipedia.org/wiki/Hasse_diagram. Accessed 22 Apr (2015)
    • (2015) Hasse Diagram
  • 56
    • 84957033884 scopus 로고    scopus 로고
    • Accessed 22 Apr
    • Wikipedia: Newton’s method. https://en.wikipedia.org/wiki/Newton’s_method. Accessed 22 Apr (2015)
    • (2015) Newton’s Method
  • 57
    • 84956979867 scopus 로고    scopus 로고
    • Accessed 22 Apr
    • Wikipedia: Polygamma function. https://en.wikipedia.org/wiki/Polygamma_function. Accessed 22 Apr (2015)
    • (2015) Polygamma Function
  • 58
    • 84893853914 scopus 로고    scopus 로고
    • Anatomy: Simple and effective privacy preservation
    • Xiao, X., Tao, Y.: Anatomy: simple and effective privacy preservation. In: Proceedings of the VLDB Endowment, 139–150 (2006)
    • (2006) Proceedings of the VLDB Endowment , pp. 139-150
    • Xiao, X.1    Tao, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.