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Volumn 7, Issue 3, 2013, Pages 177-186

Differential privacy in practice

Author keywords

Attacks; Differential privacy; Protection mechanisms

Indexed keywords

ENGINEERING;

EID: 85008249087     PISSN: 19764677     EISSN: 20938020     Source Type: Journal    
DOI: 10.5626/JCSE.2013.7.3.177     Document Type: Article
Times cited : (26)

References (61)
  • 4
    • 77951201056 scopus 로고    scopus 로고
    • Privacypreserving data publishing: a survey of recent developments
    • article no. 14
    • B. C. M. Fung, K. Wang, R. Chen, and P. S. Yu, "Privacypreserving data publishing: a survey of recent developments," ACM Computing Surveys, vol. 42, no. 4, article no. 14, 2010.
    • (2010) ACM Computing Surveys , vol.42 , Issue.4
    • Fung, B.C.M.1    Wang, K.2    Chen, R.3    Yu, P.S.4
  • 5
    • 78650804208 scopus 로고    scopus 로고
    • A firm foundation for private data analysis
    • C. Dwork, "A firm foundation for private data analysis," Communications of the ACM, vol. 54, no. 1, pp. 86-95, 2011.
    • (2011) Communications of the ACM , vol.54 , Issue.1 , pp. 86-95
    • Dwork, C.1
  • 10
    • 84872862536 scopus 로고    scopus 로고
    • PrivBasis: frequent itemset mining with differential privacy
    • N. Li, W. Qardaji, D. Su, and J. Cao, "PrivBasis: frequent itemset mining with differential privacy," Proceedings of the VLDB Endowment, vol. 5, no. 11, pp. 1340-1351, 2012.
    • (2012) Proceedings of the VLDB Endowment , vol.5 , Issue.11 , pp. 1340-1351
    • Li, N.1    Qardaji, W.2    Su, D.3    Cao, J.4
  • 31
    • 0001024505 scopus 로고
    • On the uniform convergence of relative frequencies of events to their probabilities
    • V. N. Vapnik and A. Y. Chervonenkis, "On the uniform convergence of relative frequencies of events to their probabilities," Theory of Probability & Its Applications, vol. 16, no. 2, pp. 264-280, 1971.
    • (1971) Theory of Probability & Its Applications , vol.16 , Issue.2 , pp. 264-280
    • Vapnik, V.N.1    Chervonenkis, A.Y.2
  • 36
    • 78650518102 scopus 로고    scopus 로고
    • Boosting the accuracy of differentially private histograms through consistency
    • M. Hay, V. Rastogi, G. Miklau, and D. Suciu, "Boosting the accuracy of differentially private histograms through consistency," Proceedings of the VLDB Endowment, vol. 3, no. 1- 2, pp. 1021-1032, 2010.
    • (2010) Proceedings of the VLDB Endowment , vol.3 , Issue.1-2 , pp. 1021-1032
    • Hay, M.1    Rastogi, V.2    Miklau, G.3    Suciu, D.4
  • 39
    • 84863733988 scopus 로고    scopus 로고
    • An adaptive mechanism for accurate query answering under differential privacy
    • C. Li and G. Miklau, "An adaptive mechanism for accurate query answering under differential privacy," Proceedings ofthe VLDB Endowment, vol. 5, no. 6, pp. 514-525, 2012.
    • (2012) Proceedings ofthe VLDB Endowment , vol.5 , Issue.6 , pp. 514-525
    • Li, C.1    Miklau, G.2
  • 40
    • 84872862526 scopus 로고    scopus 로고
    • Low-rank mechanism: optimizing batch queries under differential privacy
    • G. Yuan, Z. Zhang, M. Winslett, X. Xiao, Y. Yang, and Z. Hao, "Low-rank mechanism: optimizing batch queries under differential privacy," Proceedings of the VLDB Endowment, vol. 5, no. 11, pp. 1352-1363, 2012.
    • (2012) Proceedings of the VLDB Endowment , vol.5 , Issue.11 , pp. 1352-1363
    • Yuan, G.1    Zhang, Z.2    Winslett, M.3    Xiao, X.4    Yang, Y.5    Hao, Z.6
  • 45
    • 84873178476 scopus 로고    scopus 로고
    • Functional mechanism: regression analysis under differential privacy
    • J. Zhang, Z. Zhang, X. Xiao, Y. Yang, and M. Winslett, "Functional mechanism: regression analysis under differential privacy," Proceedings of the VLDB Endowment, vol. 5, no. 11, pp. 1364-1375, 2012.
    • (2012) Proceedings of the VLDB Endowment , vol.5 , Issue.11 , pp. 1364-1375
    • Zhang, J.1    Zhang, Z.2    Xiao, X.3    Yang, Y.4    Winslett, M.5
  • 59
    • 84878681166 scopus 로고    scopus 로고
    • Ask a better question, get a better answer a new approach to private data analysis
    • Barcelona, Spain
    • C. Dwork, "Ask a better question, get a better answer a new approach to private data analysis," in Proceedings of the 11th International Conference on Database Theory, Barcelona, Spain, 2007, pp. 18-27.
    • (2007) in Proceedings of the 11th International Conference on Database Theory , pp. 18-27
    • Dwork, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.