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Volumn 1260, Issue 1, 2012, Pages 45-54

Quo vadis, data privacy?

Author keywords

Data privacy; Disclosure control; Randomization

Indexed keywords

ALGORITHM; ARTICLE; COMPUTER SECURITY;

EID: 84864042694     PISSN: 00778923     EISSN: 17496632     Source Type: Book Series    
DOI: 10.1111/j.1749-6632.2012.06630.x     Document Type: Article
Times cited : (12)

References (63)
  • 1
    • 0033096223 scopus 로고    scopus 로고
    • Econometric analysis of linked employer-employee data
    • Abowd, J.M. & F. Kramarz. 1999. Econometric analysis of linked employer-employee data. Labour Econ. 6: 53-74.
    • (1999) Labour Econ. , vol.6 , pp. 53-74
    • Abowd, J.M.1    Kramarz, F.2
  • 2
    • 0000114625 scopus 로고    scopus 로고
    • High wage workers and high wage firms
    • Abowd, J.M., F. Kramarz & D. Margolis. 1999. High wage workers and high wage firms. Econometrica 67: 251-333.
    • (1999) Econometrica , vol.67 , pp. 251-333
    • Abowd, J.M.1    Kramarz, F.2    Margolis, D.3
  • 3
    • 35048890708 scopus 로고    scopus 로고
    • New approaches to confidentiality protection: synthetic data, remote access and research data centers
    • Proceedings, of Lecture Notes in Computer Science. J. Domingo-Ferrer & V. Torra, Eds. Springer-Verlag, Berlin
    • Abowd, J.M. & J.I. Lane. 2004. New approaches to confidentiality protection: synthetic data, remote access and research data centers. In Privacy in Statistical Databases: CASC Project International Workshop, PSD 2004. Proceedings, volume 3050 of Lecture Notes in Computer Science. J. Domingo-Ferrer & V. Torra, Eds.: 282-289. Springer-Verlag, Berlin.
    • (2004) Privacy in Statistical Databases: CASC Project International Workshop, PSD 2004 , vol.3050 , pp. 282-289
    • Abowd, J.M.1    Lane, J.I.2
  • 4
    • 56749152260 scopus 로고    scopus 로고
    • How protective are synthetic data?
    • J. Domingo-Ferrer & Y. Saygin, Eds. of Lecture Notes in Computer Science. Springer
    • Abowd, J.M. & L. Vilhuber. 2008. How protective are synthetic data? In Privacy in Statistical Databases. J. Domingo-Ferrer & Y. Saygin, Eds.: 239-246. Vol. 5262 of Lecture Notes in Computer Science. Springer.
    • (2008) Privacy in Statistical Databases , vol.5262 , pp. 239-246
    • Abowd, J.M.1    Vilhuber, L.2
  • 5
    • 84864069094 scopus 로고    scopus 로고
    • Keynote: Data mining: crossing the chasm. In Proceedings of the 5th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-99)
    • Agrawal, R. 1999. Keynote: Data mining: crossing the chasm. In Proceedings of the 5th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-99).
    • (1999)
    • Agrawal, R.1
  • 6
    • 85050786777 scopus 로고    scopus 로고
    • Challenges to the confidentiality of U.S. federal statistics, 1910-1965
    • Anderson, M. & W. Seltzer. 2007. Challenges to the confidentiality of U.S. federal statistics, 1910-1965. J. Off. Stat. 23: 1-34.
    • (2007) J. Off. Stat. , vol.23 , pp. 1-34
    • Anderson, M.1    Seltzer, W.2
  • 7
    • 84864069089 scopus 로고    scopus 로고
    • AOL proudly releases massive amounts of private data. TechCrunch:, August 2006
    • Arrington, M. 2006. AOL proudly releases massive amounts of private data. TechCrunch:, August 2006.
    • (2006)
    • Arrington, M.1
  • 8
    • 84864046790 scopus 로고    scopus 로고
    • A face is exposed for AOL searcher no. 4417749
    • Barbaro, M. & T. Zeller. 2006. A face is exposed for AOL searcher no. 4417749.
    • (2006)
    • Barbaro, M.1    Zeller, T.2
  • 11
    • 57349146373 scopus 로고    scopus 로고
    • Lessons from the Netflix prize challenge
    • Bell, R.M. & Y. Koren. 2007. Lessons from the Netflix prize challenge. SIGKDD Explor. 9: 75-79.
    • (2007) SIGKDD Explor. , vol.9 , pp. 75-79
    • Bell, R.M.1    Koren, Y.2
  • 13
    • 84864046788 scopus 로고    scopus 로고
    • The Netflix prize. In Proceedings of the KDDCup'07
    • Bennett, J. & S. Lanning. 2006. The Netflix prize. In Proceedings of the KDDCup'07.
    • (2006)
    • Bennett, J.1    Lanning, S.2
  • 14
    • 84864028683 scopus 로고    scopus 로고
    • The Big Data Boom is the Innovation Story of Our Time
    • Nov. 21
    • Brynjolfsson, E. & A. McAfee. 2011. The Big Data Boom is the Innovation Story of Our Time. The Atlantic. Nov. 21.
    • (2011) The Atlantic
    • Brynjolfsson, E.1    McAfee, A.2
  • 15
    • 78049395233 scopus 로고    scopus 로고
    • Random forests for generating partially synthetic, categorical data
    • Caiola, G. & J.P. Reiter. 2010. Random forests for generating partially synthetic, categorical data. Trans. Data Privacy 3: 27-42.
    • (2010) Trans. Data Privacy , vol.3 , pp. 27-42
    • Caiola, G.1    Reiter, J.P.2
  • 17
    • 10144252689 scopus 로고
    • Confidentiality issues at the U.S. Bureau of the Census
    • Cox, L.H., S. McDonald & D. Nelson. 1986. Confidentiality issues at the U.S. Bureau of the Census. J. Offic. Stat. 2: 135-160.
    • (1986) J. Offic. Stat. , vol.2 , pp. 135-160
    • Cox, L.H.1    McDonald, S.2    Nelson, D.3
  • 18
    • 0012793677 scopus 로고
    • Towards a methodology for statistical disclosure control
    • Dalenius, T. 1977. Towards a methodology for statistical disclosure control. Statistik Tidskrift 15: 429-444.
    • (1977) Statistik Tidskrift , vol.15 , pp. 429-444
    • Dalenius, T.1
  • 19
    • 0019054751 scopus 로고
    • Secure statistical databases with random sample queries
    • Denning, D.E. 1980. Secure statistical databases with random sample queries. ACM Trans. Database Syst. 5: 291-315.
    • (1980) ACM Trans. Database Syst. , vol.5 , pp. 291-315
    • Denning, D.E.1
  • 20
    • 84864069088 scopus 로고    scopus 로고
    • Eds. Privacy in Statistical Databases: CASC Project International Workshop, PSD 2004. Proceedings, of Lecture Notes in Computer Science. Springer, Barcelona, Spain
    • Domingo-Ferrer, J. & V. Torra, Eds. 2004. Privacy in Statistical Databases: CASC Project International Workshop, PSD 2004. Proceedings, volume 3050 of Lecture Notes in Computer Science. Springer, Barcelona, Spain.
    • (2004) , vol.3050
    • Domingo-Ferrer, J.1    Torra, V.2
  • 21
    • 84864028684 scopus 로고    scopus 로고
    • Eds. Confidentiality, Disclosure and Data Access: Theory and Practical Application for Statistical Agencies. Elsevier. New York, NY
    • Doyle, O., J. Lane, J. Theeuwes & L. Zayatz, Eds. 2001. Confidentiality, Disclosure and Data Access: Theory and Practical Application for Statistical Agencies. Elsevier. New York, NY.
    • (2001)
    • Doyle, O.1    Lane, J.2    Theeuwes, J.3    Zayatz, L.4
  • 22
    • 79961167441 scopus 로고    scopus 로고
    • An empirical evaluation of easily implemented, nonparametric methods for generating synthetic datasets
    • Drechsler, J. & J.P. Reiter. 2011. An empirical evaluation of easily implemented, nonparametric methods for generating synthetic datasets. Comput. Stat. Data Anal. 55: 3232-3243.
    • (2011) Comput. Stat. Data Anal. , vol.55 , pp. 3232-3243
    • Drechsler, J.1    Reiter, J.P.2
  • 23
    • 84950825763 scopus 로고
    • Disclosure-limited data dissemination
    • Duncan, G.T. & D. Lambert. 1986. Disclosure-limited data dissemination. J. Am. Stat. Assoc. 81: 393: 10-18.
    • (1986) J. Am. Stat. Assoc. , vol.81 , Issue.393 , pp. 10-18
    • Duncan, G.T.1    Lambert, D.2
  • 24
    • 70349305273 scopus 로고    scopus 로고
    • Differential privacy: a survey of results
    • M. Agrawal, D.-Z. Du, Z. Duan & A. Li, Eds. Springer, Berlin.
    • Dwork, C. 2008. Differential privacy: a survey of results. In Proceedings of the TAMC, volume 4978 of Lecture Notes in Computer Science. M. Agrawal, D.-Z. Du, Z. Duan & A. Li, Eds.: 1-19. Springer, Berlin.
    • (2008) Proceedings of the TAMC, volume 4978 of Lecture Notes in Computer Science , pp. 1-19
    • Dwork, C.1
  • 25
    • 78650804208 scopus 로고    scopus 로고
    • A firm foundation for private data analysis
    • ACM, New York.
    • Dwork, C. 2011. A firm foundation for private data analysis. Commun. 54: 86-95. ACM, New York.
    • (2011) Commun. , vol.54 , pp. 86-95
    • Dwork, C.1
  • 27
    • 1142263341 scopus 로고    scopus 로고
    • Limiting privacy breaches in privacy preserving data mining
    • ACM, New York.
    • Evfimievski, A.V., J. Gehrke & R. Srikant. 2003. Limiting privacy breaches in privacy preserving data mining. In Proceedings of the PODS, 211-222. ACM, New York.
    • (2003) Proceedings of the PODS , pp. 211-222
    • Evfimievski, A.V.1    Gehrke, J.2    Srikant, R.3
  • 28
    • 0002646970 scopus 로고
    • On the question of statistical confidentiality. J. Am. Stat. Assoc.67: 337:7-18
    • Fellegi, I.P. 1972. On the question of statistical confidentiality. J. Am. Stat. Assoc.67: 337:7-18.
    • (1972)
    • Fellegi, I.P.1
  • 29
    • 84875065568 scopus 로고    scopus 로고
    • Statistical disclosure limitation for data access
    • L. Liu & M.T. Özsu, Eds. Springer, US
    • Fienberg, S.E. & J. Jin. 2009. Statistical disclosure limitation for data access. In Encyclopedia of Database Systems. L. Liu & M.T. Özsu, Eds.: 2783-2789. Springer, US.
    • (2009) Encyclopedia of Database Systems , pp. 2783-2789
    • Fienberg, S.E.1    Jin, J.2
  • 30
    • 0000432739 scopus 로고    scopus 로고
    • Confidentiality, uniqueness and disclosure limitation for categorical data
    • Fienberg, S.E. & U.E. Makov. 1998. Confidentiality, uniqueness and disclosure limitation for categorical data. J. Offic. Stat. 14: 185-397.
    • (1998) J. Offic. Stat. , vol.14 , pp. 185-397
    • Fienberg, S.E.1    Makov, U.E.2
  • 31
    • 0002861216 scopus 로고    scopus 로고
    • A bayesian approach to data disclosure: optimal intruder behavior for continuous data
    • Fienberg, S.E., U.E. Makov & A.P. Sanil. 1997. A bayesian approach to data disclosure: optimal intruder behavior for continuous data. J. Offic. Stat. 13(1).
    • (1997) J. Offic. Stat. , vol.13 , Issue.1
    • Fienberg, S.E.1    Makov, U.E.2    Sanil, A.P.3
  • 32
    • 0000432739 scopus 로고    scopus 로고
    • Disclosure limitation using perturbation and related methods for categorical data
    • Fienberg, S.E., U.E. Makov & R.J. Steele. 1998. Disclosure limitation using perturbation and related methods for categorical data. Journal of Official Statistics 14(4).
    • (1998) Journal of Official Statistics , vol.14 , Issue.4
    • Fienberg, S.E.1    Makov, U.E.2    Steele, R.J.3
  • 34
    • 33750357681 scopus 로고    scopus 로고
    • You are what you say: privacy risks of public mentions
    • E.N. Efthimiadis, S.T. Dumais, D. Hawking & K. Järvelin, Eds. ACM
    • Frankowski, D., D. Cosley, S. Sen, L.G. Terveen, & J. Riedl. 2006. You are what you say: privacy risks of public mentions. In SIGIR. E.N. Efthimiadis, S.T. Dumais, D. Hawking & K. Järvelin, Eds.: 565-572. ACM.
    • (2006) SIGIR , pp. 565-572
    • Frankowski, D.1    Cosley, D.2    Sen, S.3    Terveen, L.G.4    Riedl, J.5
  • 35
    • 77951201056 scopus 로고    scopus 로고
    • Privacy-preserving data publishing: a survey of recent developments
    • Fung, B.C.M., K. Wang, R. Chen & P.S. Yu. 2010. Privacy-preserving data publishing: a survey of recent developments. ACM Comput. Surv. 42: 1-53.
    • (2010) ACM Comput. Surv. , vol.42 , pp. 1-53
    • Fung, B.C.M.1    Wang, K.2    Chen, R.3    Yu, P.S.4
  • 36
    • 79953187235 scopus 로고    scopus 로고
    • Towards privacy for social networks: A zero-knowledge based definition of privacy
    • Y. Ishai, Ed. Springer
    • Gehrke, J., E. Lui & R. Pass. 2011. Towards privacy for social networks: A zero-knowledge based definition of privacy. In Y. Ishai, Ed.: TCC, volume 6597 of Lecture Notes in Computer Science: 432-449. Springer.
    • (2011) TCC, volume 6597 of Lecture Notes in Computer Science , pp. 432-449
    • Gehrke, J.1    Lui, E.2    Pass, R.3
  • 37
    • 84864069090 scopus 로고
    • The First Hundred Years of the Bureau of Labor Statistics. Bureau of Labor Statistics, Bulletin 2235. Superintendent of Documents, U.S. Government Printing Office, Washington, DC 20402
    • Goldberg, J.P. & W.T. Moye. 1985. The First Hundred Years of the Bureau of Labor Statistics. Bureau of Labor Statistics, Bulletin 2235. Superintendent of Documents, U.S. Government Printing Office, Washington, DC 20402.
    • (1985)
    • Goldberg, J.P.1    Moye, W.T.2
  • 39
    • 84895221824 scopus 로고    scopus 로고
    • Data Quality and Record Linkage Techniques. Springer-Verlag, Berlin
    • Herzog, T.N., F.J. Scheuren & W.E. Winkler. 2007. Data Quality and Record Linkage Techniques. Springer-Verlag, Berlin.
    • (2007)
    • Herzog, T.N.1    Scheuren, F.J.2    Winkler, W.E.3
  • 40
    • 50849101381 scopus 로고    scopus 로고
    • Resolving individuals contributing trace amounts of DNA to highly complex mixtures using high-density snp genotyping microarrays
    • Homer, N., S. Szelinger, M. Redman, et al. 2008. Resolving individuals contributing trace amounts of DNA to highly complex mixtures using high-density snp genotyping microarrays. PLoS Genet 4: e1000167.
    • (2008) PLoS Genet , vol.4
    • Homer, N.1    Szelinger, S.2    Redman, M.3
  • 41
    • 35048838185 scopus 로고    scopus 로고
    • The argus software in the casc-project
    • 2004. Proceedings, of Lecture Notes in Computer Science. J. Domingo-Ferrer & V. Torra, Eds. Springer-Verlag, Berlin
    • Hundepool, A. 2004. The argus software in the casc-project. In Privacy in Statistical Databases: CASC Project International Workshop, PSD 2004. Proceedings, volume 3050 of Lecture Notes in Computer Science. J. Domingo-Ferrer & V. Torra, Eds.: 323-335. Springer-Verlag, Berlin.
    • Privacy in Statistical Databases: CASC Project International Workshop, PSD 2004 , vol.3050 , pp. 323-335
    • Hundepool, A.1
  • 43
    • 79959983519 scopus 로고    scopus 로고
    • No free lunch in data privacy
    • T.K. Sellis, R.J. Miller, A. Kementsietsidis & Y. Velegrakis, Eds. ACM, New York
    • Kifer, D. & A. Machanavajjhala. 2011. No free lunch in data privacy. In Proceedings of the SIGMOD Conference. T.K. Sellis, R.J. Miller, A. Kementsietsidis & Y. Velegrakis, Eds.: 193-204. ACM, New York.
    • (2011) Proceedings of the SIGMOD Conference , pp. 193-204
    • Kifer, D.1    Machanavajjhala, A.2
  • 45
    • 84865663496 scopus 로고    scopus 로고
    • Releasing search queries and clicks privately
    • J. Quemada, G. León, Y. S. Maarek & W. Nejdl, Eds. ACM, New York
    • Korolova, A., K. Kenthapadi, N. Mishra & A. Ntoulas. 2009. Releasing search queries and clicks privately. In WWW. J. Quemada, G. León, Y. S. Maarek & W. Nejdl, Eds.: 171-180. ACM, New York.
    • (2009) WWW , pp. 171-180
    • Korolova, A.1    Kenthapadi, K.2    Mishra, N.3    Ntoulas, A.4
  • 46
    • 35348838459 scopus 로고    scopus 로고
    • On anonymizing query logs via token-based hashing
    • Kumar, R., J. Novak, B. Pang & A. Tomkins. 2007. On anonymizing query logs via token-based hashing. Williamson et al. 62: 629-638.
    • (2007) Williamson , vol.62 , pp. 629-638
    • Kumar, R.1    Novak, J.2    Pang, B.3    Tomkins, A.4
  • 47
    • 0000964471 scopus 로고
    • Measures of disclosure risk and harm
    • Lambert, D. 1993. Measures of disclosure risk and harm. J. Offic. Stat. 9: 313-331.
    • (1993) J. Offic. Stat. , vol.9 , pp. 313-331
    • Lambert, D.1
  • 48
    • 0000964471 scopus 로고
    • Measures of disclosure risk and harm
    • Lambert, D. 1993. Measures of disclosure risk and harm. J. Offic. Stat. 9: 313-331.
    • (1993) J. Offic. Stat. , vol.9 , pp. 313-331
    • Lambert, D.1
  • 49
    • 84864029487 scopus 로고    scopus 로고
    • The age of Big Data. New York Times
    • Lohr, S. 2012. The age of Big Data. New York Times.
    • (2012)
    • Lohr, S.1
  • 51
    • 11144348715 scopus 로고    scopus 로고
    • Technical evaluation: an evaluation of the current state of genomic data privacy protection technology and a roadmap for the future
    • Malin, B.A. 2005. Technical evaluation: an evaluation of the current state of genomic data privacy protection technology and a roadmap for the future. JAMIA 12: 28-34.
    • (2005) JAMIA , vol.12 , pp. 28-34
    • Malin, B.A.1
  • 53
    • 77956293777 scopus 로고    scopus 로고
    • Privacy integrated queries: an extensible platform for privacy-preserving data analysis
    • ACM, New York
    • McSherry, F.D. 2010. Privacy integrated queries: an extensible platform for privacy-preserving data analysis. Commun. 53: 9: 89-97. ACM, New York.
    • (2010) Commun. , vol.53 , Issue.9 , pp. 89-97
    • McSherry, F.D.1
  • 54
    • 50249142450 scopus 로고    scopus 로고
    • Robust de anonymization of large sparse datasets
    • IEEE Computer Society
    • Narayanan, A. & V. Shmatikov. 2008. Robust de anonymization of large sparse datasets. In IEEE Symposium on Security and Privacy: 111-125. IEEE Computer Society.
    • (2008) IEEE Symposium on Security and Privacy , pp. 111-125
    • Narayanan, A.1    Shmatikov, V.2
  • 55
    • 84875076703 scopus 로고    scopus 로고
    • United States Census Bureau. On the map (version 3): Longitudinal employer-household dynamics. Available at:. Last accessed March 1, 2012
    • United States Census Bureau. On the map (version 3): Longitudinal employer-household dynamics. Available at:. Last accessed March 1, 2012.
  • 56
    • 84864028688 scopus 로고    scopus 로고
    • United States Census Bureau. Mission statement. Available at:. Last accessed March 1, 2012
    • United States Census Bureau. 2012. Mission statement. Available at:. Last accessed March 1, 2012.
    • (2012)
  • 57
    • 0013776710 scopus 로고
    • Randomized response: a survey technique for eliminating evasive answer bias
    • Warner, S.L. 1965. Randomized response: a survey technique for eliminating evasive answer bias. J. Am. Stat. Assoc. 60: 63-69.
    • (1965) J. Am. Stat. Assoc. , vol.60 , pp. 63-69
    • Warner, S.L.1
  • 58
    • 84875061165 scopus 로고    scopus 로고
    • Wikipedia. AOL search data leak. Available at:. Last accessed March 1, 2012
    • Wikipedia. AOL search data leak. Available at:. Last accessed March 1, 2012.
  • 59
    • 84875058637 scopus 로고    scopus 로고
    • Wikipedia. Egosurfing. Available at:. Last accessed March 1, 2012
    • Wikipedia. Egosurfing. Available at:. Last accessed March 1, 2012.
  • 60
    • 84875080225 scopus 로고    scopus 로고
    • Wikipedia. Netflix prize.
    • Wikipedia. Netflix prize.
  • 63
    • 77953140805 scopus 로고    scopus 로고
    • Effects of personal identifier resynthesis on clinical text de identification
    • Yeniterzi, R., J.S. Aberdeen, S. Bayer, et al. 2010. Effects of personal identifier resynthesis on clinical text de identification. JAMIA 17: 159-168.
    • (2010) JAMIA , vol.17 , pp. 159-168
    • Yeniterzi, R.1    Aberdeen, J.S.2    Bayer, S.3


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