메뉴 건너뛰기




Volumn 81, Issue 3, 2013, Pages 426-455

A Summary of Attack Methods and Confidentiality Protection Measures for Fully Automated Remote Analysis Systems

Author keywords

Analysis output checking; Confidentiality; Privacy; Remote analysis; Statistical disclosure control

Indexed keywords


EID: 84888203868     PISSN: 03067734     EISSN: 17515823     Source Type: Journal    
DOI: 10.1111/insr.12021     Document Type: Article
Times cited : (19)

References (65)
  • 1
    • 84888205999 scopus 로고    scopus 로고
    • Australian Bureau of Statistics. (website). available online at Accessed 11 June 2013.
    • Australian Bureau of Statistics. (website). available online at http://www.abs.gov.au Accessed 11 June 2013.
  • 2
    • 35448955720 scopus 로고    scopus 로고
    • amp; Privacy, accuracy, and consistency too: a holistic solution to contingency table release. In Proceedings of the 26th ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems (PODS), Beijing, China
    • Barak, B., Chaudhuri, K., Dwork, C., Kale, S., McSherry, F. & Talwar, K. (2007). Privacy, accuracy, and consistency too: a holistic solution to contingency table release. In Proceedings of the 26th ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems (PODS), Beijing, China, pp. 273-282.
    • (2007) , pp. 273-282
    • Barak, B.1    Chaudhuri, K.2    Dwork, C.3    Kale, S.4    McSherry, F.5    Talwar, K.6
  • 3
    • 78049380152 scopus 로고    scopus 로고
    • Remote data access and the risk of disclosure from linear regression: An empirical study
    • of Lect Notes Comp Sci, Eds. J. Domingo-Ferrer & E. Magkos. Berlin Heidelberg: Springer
    • Bleninger, P., Drechsler, J. & Ronning, G. (2010). Remote data access and the risk of disclosure from linear regression: An empirical study. In Privacy in Statistical Databases, Vol. 6344 of Lect Notes Comp Sci, Eds. J. Domingo-Ferrer & E. Magkos. Berlin Heidelberg: Springer; pp.220-233.
    • (2010) Privacy in Statistical Databases , vol.6344 , pp. 220-233
    • Bleninger, P.1    Drechsler, J.2    Ronning, G.3
  • 4
    • 84888204000 scopus 로고    scopus 로고
    • Guidelines for the Checking of Outputs based on Microdata Research, ESSnet SDC, A Network of Excellence in the European Statistical System in the Field of Statistical Disclosure Control. available online at. Accessed 11 June 2013.
    • Brandt, M., Franconi, L., Gurke, C., Hundepol, A., Lucarelli, M., Mol, J., Ritchie, F., Seri, G. & Welpton, R. (2010). Guidelines for the Checking of Outputs based on Microdata Research, ESSnet SDC, A Network of Excellence in the European Statistical System in the Field of Statistical Disclosure Control. available online at http://neon.vb.cbs.nl/casc/ESSnet/guidelines_on_outputchecking.pdf. Accessed 11 June 2013.
    • (2010)
    • Brandt, M.1    Franconi, L.2    Gurke, C.3    Hundepol, A.4    Lucarelli, M.5    Mol, J.6    Ritchie, F.7    Seri, G.8    Welpton, R.9
  • 5
    • 84888202076 scopus 로고    scopus 로고
    • Improvement of data access. The long way to remote data access in Germany. In Privacy in Statistical Databases Conference PSD, Corfu, Greece, Short paper in CD proceedings.
    • Brandt, M. & Zwick, M. (2010). Improvement of data access. The long way to remote data access in Germany. In Privacy in Statistical Databases Conference PSD, Corfu, Greece, Short paper in CD proceedings.
    • (2010)
    • Brandt, M.1    Zwick, M.2
  • 6
    • 33845788271 scopus 로고    scopus 로고
    • An unsupervised classification method for inferring original case locations from low-resolution disease maps
    • Brownstein, J., Cassa, C., Kohane, I. & Mandl, K. (2006). An unsupervised classification method for inferring original case locations from low-resolution disease maps. Int. J. Health Geogr., 5, 56.
    • (2006) Int. J. Health Geogr. , vol.5 , pp. 56
    • Brownstein, J.1    Cassa, C.2    Kohane, I.3    Mandl, K.4
  • 7
    • 84888203426 scopus 로고    scopus 로고
    • Analysis of Micro-Data: Controlling the Risk of Disclosure, Research Paper - Methodology Advisory Committee 1352.0.55.110, Australian Bureau of Statistics.
    • Chipperfield, J. & Lucie, S. (2010). Analysis of Micro-Data: Controlling the Risk of Disclosure, Research Paper - Methodology Advisory Committee 1352.0.55.110, Australian Bureau of Statistics.
    • (2010)
    • Chipperfield, J.1    Lucie, S.2
  • 8
    • 84888201041 scopus 로고
    • Commonwealth of Australia Census and Statistics Act 1905. Available online at Accessed 11 June 2013.
    • Commonwealth of Australia. (1905). Census and Statistics Act 1905. Available online at http://corrigan.austlii.edu.au/au/legis/cth/consol_act/casa1905241/ Accessed 11 June 2013.
    • (1905)
  • 9
    • 84888205781 scopus 로고    scopus 로고
    • Disclosure Assessment of Analytical Output: Statistics New Zealand, Report.
    • Corscadden, L., Enright, J., Khoo, J., Krsinich, F., McDonald, S. & Zeng, I. (2006). Disclosure Assessment of Analytical Output: Statistics New Zealand, Report.
    • (2006)
    • Corscadden, L.1    Enright, J.2    Khoo, J.3    Krsinich, F.4    McDonald, S.5    Zeng, I.6
  • 10
    • 84888205724 scopus 로고    scopus 로고
    • Confidentiality Issues For Statistical Database Query Systems, Invited Paper for Joint UNECE/Eurostat Seminar on Integrated Statistical Information Systems and Related Matters (ISIS2002). Available online at , Geneva, Switzerland Accessed 11 June 2013.
    • Cox, L. (2002). Confidentiality Issues For Statistical Database Query Systems, Invited Paper for Joint UNECE/Eurostat Seminar on Integrated Statistical Information Systems and Related Matters (ISIS2002). Available online at http://www.unece.org/fileadmin/DAM/stats/documents/ces/sem.47/15.s.e.pdf, Geneva, Switzerland Accessed 11 June 2013.
    • (2002)
    • Cox, L.1
  • 11
    • 84888202635 scopus 로고    scopus 로고
    • Disclosure risk and data quality. In Proceedings of the 58th Congress of the International Statistical Institute, Dublin, Ireland, 21-26 August 2011.
    • Cox, L. (2011). Disclosure risk and data quality. In Proceedings of the 58th Congress of the International Statistical Institute, Dublin, Ireland, 21-26 August 2011, pp. 5.
    • (2011) , pp. 5
    • Cox, L.1
  • 12
    • 5244254242 scopus 로고
    • Techniques for preserving statistical confidentiality
    • In, Vol. Manila: Philippines Organizing Committee
    • Cox, L. & Sande, G. (1979). Techniques for preserving statistical confidentiality. In Proceedings of the 42nd Meeting fo the International Statistical Institute, Vol. 3. Manila: Philippines Organizing Committee; pp.499-512.
    • (1979) Proceedings of the 42nd Meeting fo the International Statistical Institute , vol.3 , pp. 499-512
    • Cox, L.1    Sande, G.2
  • 13
    • 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
  • 14
    • 29044448905 scopus 로고    scopus 로고
    • Maximum utility-minimum information loss table server design for statistical disclosure control of tabular data
    • In, Vol. of Lect Notes Comp Sci, Eds. J. Domingo-Ferrer & V. Torra. Berlin Heidelberg: Springer
    • Dandekar, R. (2004). Maximum utility-minimum information loss table server design for statistical disclosure control of tabular data. In Privacy in Statistical Databases, Vol. 3050 of Lect Notes Comp Sci, Eds. J. Domingo-Ferrer & V. Torra. Berlin Heidelberg: Springer; pp.121-135.
    • (2004) Privacy in Statistical Databases , vol.3050 , pp. 121-135
    • Dandekar, R.1
  • 15
    • 70349274133 scopus 로고    scopus 로고
    • Eds). ()., Vol. of Lect Notes Comp Sci. Berlin Heidelberg: Springer.
    • Domingo-Ferrer, J. & Magkos, E. (Eds). (2010). Privacy in Statistical Databases, Vol. 6344 of Lect Notes Comp Sci. Berlin Heidelberg: Springer.
    • (2010) Privacy in Statistical Databases , vol.6344
    • Domingo-Ferrer, J.1    Magkos, E.2
  • 17
    • 84952535404 scopus 로고
    • The risk of disclosure for microdata
    • Duncan, G. & Lambert, D. (1989). The risk of disclosure for microdata. J. Bus. Econ. Stat., 7, 207-217.
    • (1989) J. Bus. Econ. Stat. , vol.7 , pp. 207-217
    • Duncan, G.1    Lambert, D.2
  • 18
    • 84888200878 scopus 로고    scopus 로고
    • Disclosure Risk vs Data Utility: The R-U Confidentiality Map. Technical Report LA-UR-01-6428, Los Alamos National Laboratory.
    • Duncan, G. T., Keller-McNulty, S. A. & Stokes, S. L. (2001). Disclosure Risk vs Data Utility: The R-U Confidentiality Map. Technical Report LA-UR-01-6428, Los Alamos National Laboratory.
    • (2001)
    • Duncan, G.T.1    Keller-McNulty, S.A.2    Stokes, S.L.3
  • 19
    • 70350682013 scopus 로고    scopus 로고
    • Differential privacy and robust statistics. In Proceedings of the 41st ACM Symposium on Theory of Computing (STOC), Bethesda, Maryland
    • Dwork, C. & Lei, J. (2009). Differential privacy and robust statistics. In Proceedings of the 41st ACM Symposium on Theory of Computing (STOC), Bethesda, Maryland, pp. 371-380.
    • (2009) , pp. 371-380
    • Dwork, C.1    Lei, J.2
  • 20
    • 33745556605 scopus 로고    scopus 로고
    • Calibrating noise to sensitivity in private data analysis. In 3rd IACR Theory of Cryptography Conference, New York
    • Dwork, C., McSherry, F., Nissim, K. & Smith, A. (2006). Calibrating noise to sensitivity in private data analysis. In 3rd IACR Theory of Cryptography Conference, New York, pp. 265-284.
    • (2006) , pp. 265-284
    • Dwork, C.1    McSherry, F.2    Nissim, K.3    Smith, A.4
  • 21
    • 77957582791 scopus 로고    scopus 로고
    • Differential privacy for statistics: What we know and what we want to learn
    • Dwork, C. & Smith, A. (2009). Differential privacy for statistics: What we know and what we want to learn. J. Priv. Confid., 1, 135-154.
    • (2009) J. Priv. Confid. , vol.1 , pp. 135-154
    • Dwork, C.1    Smith, A.2
  • 22
    • 84888205142 scopus 로고    scopus 로고
    • Formalizing the selection of key variables in disclosure risk. In Proceedings of the 58th Congress of the International Statistical Institute, ISI 2011, Dublin, Ireland.
    • Elliot, M., Mackey, E. & Purdam, K. (2011). Formalizing the selection of key variables in disclosure risk. In Proceedings of the 58th Congress of the International Statistical Institute, ISI 2011, Dublin, Ireland.
    • (2011)
    • Elliot, M.1    Mackey, E.2    Purdam, K.3
  • 23
    • 0000432739 scopus 로고    scopus 로고
    • Confidentiality, uniqueness and disclosure limitation for categorical data
    • Fienberg, S. & Makov, U. (1998). Confidentiality, uniqueness and disclosure limitation for categorical data. J. Off. Stat., 14, 385-397.
    • (1998) J. Off. Stat. , vol.14 , pp. 385-397
    • Fienberg, S.1    Makov, U.2
  • 25
    • 80055002516 scopus 로고    scopus 로고
    • Eliminating small cells from census counts tables: empirical vs. design transition probabilities. In SORT Special Issue: Privacy in Statistical Databases.
    • Giessing, S. & Höhne, J. (2011). Eliminating small cells from census counts tables: empirical vs. design transition probabilities. In SORT Special Issue: Privacy in Statistical Databases, pp. 59-66.
    • (2011) , pp. 59-66
    • Giessing, S.1    Höhne, J.2
  • 26
    • 24944534544 scopus 로고    scopus 로고
    • Data dissemination and disclosure limitation in a world without microdata: A risk-utility framework for remote access systems
    • Gomatam, S., Karr, A., Reiter, J. & Sanil, A. (2005). Data dissemination and disclosure limitation in a world without microdata: A risk-utility framework for remote access systems. Stat. Sci., 20, 163-177.
    • (2005) Stat. Sci. , vol.20 , pp. 163-177
    • Gomatam, S.1    Karr, A.2    Reiter, J.3    Sanil, A.4
  • 27
    • 84888198655 scopus 로고    scopus 로고
    • On-Site Access to Micro Data: Preserving the Treasure, Preventing Disclosure. Accessed 23 January 2013.
    • Honinger, J., Pattloch, D. & Voshage, R. (2010). On-Site Access to Micro Data: Preserving the Treasure, Preventing Disclosure. Accessed 23 January 2013.
    • (2010)
    • Honinger, J.1    Pattloch, D.2    Voshage, R.3
  • 30
    • 0346832649 scopus 로고    scopus 로고
    • Table servers protect confidentiality in tabular data releases
    • Karr, A., Dobra, A. & Sanil, A. (2003). Table servers protect confidentiality in tabular data releases. Commun. ACM, 46, 57-58.
    • (2003) Commun. ACM , vol.46 , pp. 57-58
    • Karr, A.1    Dobra, A.2    Sanil, A.3
  • 32
    • 79959983519 scopus 로고    scopus 로고
    • No free lunch in data privacy. In Proceedings of the SIGMOD '11, Athens, Greece.
    • Kifer, D. & Machanavajjhala, A. (2011). No free lunch in data privacy. In Proceedings of the SIGMOD '11, Athens, Greece, pp. 193-204.
    • (2011) , pp. 193-204
    • Kifer, D.1    Machanavajjhala, A.2
  • 33
    • 84888201856 scopus 로고    scopus 로고
    • The current stage of the microdata analysis system at the U.S. Census Bureau. In Proceedings of the 58th Congress of the International Statistical Institute, ISI 2011, Dublin, Ireland.
    • Lucero, J., Zayatz, L., Singh, L., You, J., DePersio, M. & Freiman, M. (2011). The current stage of the microdata analysis system at the U.S. Census Bureau. In Proceedings of the 58th Congress of the International Statistical Institute, ISI 2011, Dublin, Ireland.
    • (2011)
    • Lucero, J.1    Zayatz, L.2    Singh, L.3    You, J.4    DePersio, M.5    Freiman, M.6
  • 35
    • 0003663926 scopus 로고
    • 2nd ed. Monographs on Statistics and Applied Probability University Press. Cambridge: Chapman and Hall.
    • McCullagh, P. & Nelder, J. (1989). Generalized Linear Models, 2nd ed. Monographs on Statistics and Applied Probability University Press. Cambridge: Chapman and Hall.
    • (1989) Generalized Linear Models
    • McCullagh, P.1    Nelder, J.2
  • 36
    • 84888203233 scopus 로고    scopus 로고
    • Office for National Statistics. (website). Available online at Accessed 11 June 2013.
    • Office for National Statistics. (website). Available online at http://.statistics.gov.uk. Accessed 11 June 2013.
  • 37
    • 84872041780 scopus 로고    scopus 로고
    • Confidentialising exploratory data analysis output in remote analysis
    • O'Keefe, C. M. (2012). Confidentialising exploratory data analysis output in remote analysis. J. Off. Stat., 28, 591-613.
    • (2012) J. Off. Stat. , vol.28 , pp. 591-613
    • O'Keefe, C.M.1
  • 38
    • 72049086690 scopus 로고    scopus 로고
    • Regression output from a remote analysis system
    • O'Keefe, C. M. & Good, N. (2009). Regression output from a remote analysis system. Data Knowl. Eng., 68, 1175-1186.
    • (2009) Data Knowl. Eng. , vol.68 , pp. 1175-1186
    • O'Keefe, C.M.1    Good, N.2
  • 39
    • 84872034535 scopus 로고    scopus 로고
    • Confidentialising survival analysis output in a remote data access system
    • O'Keefe, C. M., Sparks, R., McAullay, D. & Loong, B. (2012). Confidentialising survival analysis output in a remote data access system. J. Priv. Confid., 4, 127-154.
    • (2012) J. Priv. Confid. , vol.4 , pp. 127-154
    • O'Keefe, C.M.1    Sparks, R.2    McAullay, D.3    Loong, B.4
  • 40
    • 0011699331 scopus 로고
    • Regression methodology based disclosure of a statistical database
    • American Statistical Association
    • Palley, M. & Simonoff, J. (1986). Regression methodology based disclosure of a statistical database. In Proceedings of the Section on Survey Research Methods. American Statistical Association; pp.382-387.
    • (1986) Proceedings of the Section on Survey Research Methods , pp. 382-387
    • Palley, M.1    Simonoff, J.2
  • 41
    • 0346171307 scopus 로고    scopus 로고
    • Model diagnostics for remote-access regression systems
    • Reiter, J. (2003). Model diagnostics for remote-access regression systems. Stat. Comput., 13, 371-380.
    • (2003) Stat. Comput. , vol.13 , pp. 371-380
    • Reiter, J.1
  • 42
    • 36148943098 scopus 로고    scopus 로고
    • New approaches to data dissemination: A glimpse into the future (?)
    • Reiter, J. (2004). New approaches to data dissemination: A glimpse into the future (?). Chance, 17, 12-16.
    • (2004) Chance , vol.17 , pp. 12-16
    • Reiter, J.1
  • 43
    • 24944503267 scopus 로고    scopus 로고
    • Categorical data regression diagnostics for remote systems
    • Reiter, J. & Kohnen, C. (2005). Categorical data regression diagnostics for remote systems. J. Stat. Comput. Sim., 75, 889-903.
    • (2005) J. Stat. Comput. Sim. , vol.75 , pp. 889-903
    • Reiter, J.1    Kohnen, C.2
  • 44
    • 78049365106 scopus 로고    scopus 로고
    • Establishing an infrastructure for remote access to microdata at eurostat
    • In, Vol. of Lect Notes Comp Sci, Eds. J. Domingo-Ferrer & E. Magkos. Berlin Heidelberg: Springer.
    • Reuter, W. & Museux, J.-M. (2010). Establishing an infrastructure for remote access to microdata at eurostat. In Privacy in Statistical Databases, Vol. 6344 of Lect Notes Comp Sci, Eds. J. Domingo-Ferrer & E. Magkos, pp.249-257. Berlin Heidelberg: Springer.
    • (2010) Privacy in Statistical Databases , vol.6344 , pp. 249-257
    • Reuter, W.1    Museux, J.-M.2
  • 45
    • 84888197194 scopus 로고    scopus 로고
    • Disclosure risks in cross-section regression models. In American Statistical Association 2003 Proceedings of the Section on Government Statistics and Section on Social Statistics, CD.
    • Reznek, A. (2003). Disclosure risks in cross-section regression models. In American Statistical Association 2003 Proceedings of the Section on Government Statistics and Section on Social Statistics, CD, pp. 3444-3451.
    • (2003) , pp. 3444-3451
    • Reznek, A.1
  • 46
    • 84888200178 scopus 로고    scopus 로고
    • Recent confidentiality research related to access to enterprise microdata. In Prepared for the Comparative Analysis of Enterprise Microdata (CAED) Conference, Chicago IL, USA.
    • Reznek, A. (2006). Recent confidentiality research related to access to enterprise microdata. In Prepared for the Comparative Analysis of Enterprise Microdata (CAED) Conference, Chicago IL, USA.
    • (2006)
    • Reznek, A.1
  • 47
    • 84888203524 scopus 로고    scopus 로고
    • Disclosure risks in releasing output based on regression residuals. In American Statistical Association 2005 Proceedings of the Section on Government Statistics and Section on Social Statistics, CD.
    • Reznek, A. & Riggs, T. (2005). Disclosure risks in releasing output based on regression residuals. In American Statistical Association 2005 Proceedings of the Section on Government Statistics and Section on Social Statistics, CD, pp. 1397-1404.
    • (2005) , pp. 1397-1404
    • Reznek, A.1    Riggs, T.2
  • 48
    • 84888197662 scopus 로고    scopus 로고
    • Disclosure risks in regression models: Some further results. In American Statistical Association 2004 Proceedings of the Section on Government Statistics and Section on Social Statistics, CD.
    • Reznek, A. & Riggs, T. L. (2004). Disclosure risks in regression models: Some further results. In American Statistical Association 2004 Proceedings of the Section on Government Statistics and Section on Social Statistics, CD, pp. 1701-1708.
    • (2004) , pp. 1701-1708
    • Reznek, A.1    Riggs, T.L.2
  • 50
    • 84888200039 scopus 로고    scopus 로고
    • Disclosure detection in research environments in practice. In Supporting paper for the UNECE/Eurostat work session on statistical data confidentiality. Manchester, UK, 17-19 December. Available online at. Accessed 11 June 2013.
    • Ritchie, F. (2007). Disclosure detection in research environments in practice. In Supporting paper for the UNECE/Eurostat work session on statistical data confidentiality. Manchester, UK, 17-19 December. Available online at http://.unece.org/stats/documents/2007/12/confidentiality/wp.37.e.pdf. Accessed 11 June 2013.
    • (2007)
    • Ritchie, F.1
  • 51
    • 84888205598 scopus 로고    scopus 로고
    • Disclosure Detection in Research Environments in Practice. Accessed 13 January 2011.
    • Ritchie, F. (2011). Disclosure Detection in Research Environments in Practice. Accessed 13 January 2011.
    • (2011)
    • Ritchie, F.1
  • 52
    • 34548045989 scopus 로고    scopus 로고
    • Statistical disclosure control methods for census frequency tables
    • Shlomo, N. (2007). Statistical disclosure control methods for census frequency tables. Int. Stat. Rev., 75, 199-217.
    • (2007) Int. Stat. Rev. , vol.75 , pp. 199-217
    • Shlomo, N.1
  • 53
    • 0036433649 scopus 로고    scopus 로고
    • A measure of disclosure risk for microdata
    • Skinner, C. & Elliot, M. (2002). A measure of disclosure risk for microdata. J. Roy. Stat. Soc. B, 64, 855-867.
    • (2002) J. Roy. Stat. Soc. B , vol.64 , pp. 855-867
    • Skinner, C.1    Elliot, M.2
  • 54
    • 54949127921 scopus 로고    scopus 로고
    • Assessing identification risk in survey microdata using log-linear models
    • Skinner, C. & Shlomo, N. (2008). Assessing identification risk in survey microdata using log-linear models. J. Amer. Statist. Assoc., 103, 989-1001.
    • (2008) J. Amer. Statist. Assoc. , vol.103 , pp. 989-1001
    • Skinner, C.1    Shlomo, N.2
  • 55
    • 84888202368 scopus 로고    scopus 로고
    • Efficient, differentially private point estimators. ArXiv:0809.4794v1.
    • Smith, A. (2008). Efficient, differentially private point estimators. ArXiv:0809.4794v1.
    • (2008)
    • Smith, A.1
  • 56
    • 71549153186 scopus 로고    scopus 로고
    • Asymptotically optimal and private statistical estimation
    • In, Eds. J. Garay, A. Miyaji & A. Otsuka. Berlin Heidelberg: Springer-Verlag; pp.
    • Smith, A. (2009). Asymptotically optimal and private statistical estimation. In Proceedings of the CANS 2009, LNCS 5888, Eds. J. Garay, A. Miyaji & A. Otsuka. Berlin Heidelberg: Springer-Verlag; pp. 53-57.
    • (2009) Proceedings of the CANS 2009, LNCS 5888 , pp. 53-57
    • Smith, A.1
  • 57
    • 84888203346 scopus 로고    scopus 로고
    • SORT Special Issue: Privacy in statistical databases, SORT-Stat Oper Res T. Available online at. Accessed 6 Feb 2013.
    • SORT. (2011). Special Issue: Privacy in statistical databases, SORT-Stat Oper Res T. Available online at http://www.idescat.cat/sort/artpublished.html. Accessed 6 Feb 2013.
    • (2011)
  • 58
    • 46249093660 scopus 로고    scopus 로고
    • Remote access methods for exploratory data analysis and statistical modelling: Privacy-preserving analytics™
    • Sparks, R., Carter, C., Donnelly, J., O'Keefe, C., Duncan, J., Keighley, T. & McAullay, D. (2008). Remote access methods for exploratory data analysis and statistical modelling: Privacy-preserving analytics™. Comput. Meth. Prog. Bio., 91, 208-222.
    • (2008) Comput. Meth. Prog. Bio. , vol.91 , pp. 208-222
    • Sparks, R.1    Carter, C.2    Donnelly, J.3    O'Keefe, C.4    Duncan, J.5    Keighley, T.6    McAullay, D.7
  • 59
    • 0344971447 scopus 로고
    • The confidentiality and analytic usefulness of masked business microdata
    • American Statistical Association
    • Spruill, N. (1983). The confidentiality and analytic usefulness of masked business microdata. In Proceedings of the Section on Survey Research Methods. American Statistical Association; pp.382-387.
    • (1983) Proceedings of the Section on Survey Research Methods , pp. 382-387
    • Spruill, N.1
  • 60
    • 77956081579 scopus 로고    scopus 로고
    • Editorial: Official statistics and microdata - access and confidentiality
    • Tan, S.-M. (2009). Editorial: Official statistics and microdata - access and confidentiality. Stat. J. IAOS, 26, 55-56.
    • (2009) Stat. J. IAOS , vol.26 , pp. 55-56
    • Tan, S.-M.1
  • 61
    • 84888204291 scopus 로고    scopus 로고
    • UK Data Archive. (website). Secure Data Service. Available online at securedata.data-archive.ac.uk. Accessed 11 June 2013.
    • UK Data Archive. (website). Secure Data Service. Available online at securedata.data-archive.ac.uk. Accessed 11 June 2013.
  • 62
    • 84888206100 scopus 로고    scopus 로고
    • United States Census Bureau. (website). Available online at. Accessed 11 June 2013.
    • United States Census Bureau. (website). Available online at http://www.census.gov. Accessed 11 June 2013.
  • 63
    • 84888202715 scopus 로고    scopus 로고
    • University of Chicago. (website). NORC. Available online at. Accessed 11 June 2013.
    • University of Chicago. (website). NORC. Available online at www.norc.org. Accessed 11 June 2013.
  • 64
    • 84888204314 scopus 로고    scopus 로고
    • Measuring and Correcting for Information Loss in Confidentialised Census Counts. Technical Report Tech. Rep., Australian Bureau of Statistics.
    • Wooton, J. (2006). Measuring and Correcting for Information Loss in Confidentialised Census Counts. Technical Report Tech. Rep., Australian Bureau of Statistics.
    • (2006)
    • Wooton, J.1
  • 65
    • 84888202723 scopus 로고    scopus 로고
    • A Review of Confidentiality Protections for Statistical Tables - With Special Reference to the Differencing Problem. Tech. Rep., Australian Bureau of Statistics.
    • Wooton, J. & Fraser, B. (2005). A Review of Confidentiality Protections for Statistical Tables - With Special Reference to the Differencing Problem. Tech. Rep., Australian Bureau of Statistics.
    • (2005)
    • Wooton, J.1    Fraser, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.