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Volumn , Issue , 2012, Pages 299-311

Differentially private summaries for sparse data

Author keywords

Anonymization; Differential privacy; Sparse data

Indexed keywords

ANONYMIZATION; CONTINGENCY TABLE; DATA SETS; DATA TRANSFORMATION; DIFFERENTIAL PRIVACIES; INPUT DATAS; NOISY DATA; PRACTICAL SOLUTIONS; SPARSE DATA; STANDARD METHOD;

EID: 84863906129     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2274576.2274608     Document Type: Conference Paper
Times cited : (74)

References (22)
  • 1
    • 35448955720 scopus 로고    scopus 로고
    • Privacy, accuracy, and consistency too: A holistic solution to contingency table release
    • B. Barak, K. Chaudhuri, C. Dwork, S. Kale, F. McSherry, and K. Talwar. Privacy, accuracy, and consistency too: a holistic solution to contingency table release. PODS, 2007.
    • (2007) PODS
    • Barak, B.1    Chaudhuri, K.2    Dwork, C.3    Kale, S.4    McSherry, F.5    Talwar, K.6
  • 4
    • 70849095741 scopus 로고    scopus 로고
    • Anonymized data: Generation, models, usage
    • G. Cormode and D. Srivastava. Anonymized data: Generation, models, usage. SIGMOD, 2009.
    • (2009) SIGMOD
    • Cormode, G.1    Srivastava, D.2
  • 5
    • 8344290018 scopus 로고    scopus 로고
    • Estimating flow distributions from sampled flow statistics
    • N. Duffield, C. Lund, and M. Thorup. Estimating flow distributions from sampled flow statistics. SIGCOMM, 2003.
    • (2003) SIGCOMM
    • Duffield, N.1    Lund, C.2    Thorup, M.3
  • 6
    • 37049036831 scopus 로고    scopus 로고
    • Priority sampling for estimation of arbitrary subset sums
    • N. Duffield, C. Lund, and M. Thorup. Priority sampling for estimation of arbitrary subset sums. J. ACM, 54(6), 2007.
    • (2007) J. ACM , vol.54 , Issue.6
    • Duffield, N.1    Lund, C.2    Thorup, M.3
  • 7
    • 33746335051 scopus 로고    scopus 로고
    • Differential privacy
    • C. Dwork. Differential privacy. ICALP, pages 1-12, 2006.
    • (2006) ICALP , pp. 1-12
    • Dwork, C.1
  • 8
    • 0036367429 scopus 로고    scopus 로고
    • Querying and mining data streams: You only get one look
    • M. Garofalakis, J. Gehrke, and R. Rastogi. Querying and mining data streams: You only get one look. SIGMOD, 2002.
    • (2002) SIGMOD
    • Garofalakis, M.1    Gehrke, J.2    Rastogi, R.3
  • 10
    • 70350683770 scopus 로고    scopus 로고
    • Universally utility-maximizing privacy mechanisms
    • A. Ghosh, T. Roughgarden, and M. Sundararajan. Universally utility-maximizing privacy mechanisms. STOC, 2009.
    • (2009) STOC
    • Ghosh, A.1    Roughgarden, T.2    Sundararajan, M.3
  • 11
    • 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. VLDB, 2010.
    • (2010) VLDB
    • Hay, M.1    Rastogi, V.2    Miklau, G.3    Suciu, D.4
  • 13
    • 70849111568 scopus 로고    scopus 로고
    • Attacks on privacy and deFinetti's theorem
    • D. Kifer. Attacks on privacy and deFinetti's theorem. SIGMOD, 2009
    • (2009) SIGMOD
    • Kifer, D.1
  • 14
    • 77954711591 scopus 로고    scopus 로고
    • Towards an axiomatization of statistical privacy and utility
    • D. Kifer and B.-R. Lin. Towards an axiomatization of statistical privacy and utility. PODS, 2010.
    • (2010) PODS
    • Kifer, D.1    Lin, B.-R.2
  • 15
    • 77954715960 scopus 로고    scopus 로고
    • Optimizing linear counting queries under differential privacy
    • C. Li, M. Hay, V. Rastogi, G. Miklau, and A. McGregor. Optimizing linear counting queries under differential privacy. PODS, 2010.
    • (2010) PODS
    • Li, C.1    Hay, M.2    Rastogi, V.3    Miklau, G.4    McGregor, A.5
  • 17
    • 70849116921 scopus 로고    scopus 로고
    • Privacy integrated queries: An extensible platform for privacy-preserving data analysis
    • F. McSherry. Privacy integrated queries: an extensible platform for privacy-preserving data analysis. SIGMOD, 2009.
    • (2009) SIGMOD
    • McSherry, F.1
  • 18
    • 84970022147 scopus 로고    scopus 로고
    • Mechanism design via differential privacy
    • F. McSherry and K. Talwar. Mechanism design via differential privacy. IEEE FOCS, 2007.
    • (2007) IEEE FOCS
    • McSherry, F.1    Talwar, K.2
  • 21
    • 84964631182 scopus 로고    scopus 로고
    • Differential privacy via wavelet transforms
    • X. Xiao, G. Wang, and J. Gehrke. Differential privacy via wavelet transforms. IEEE ICDE, 2010.
    • (2010) IEEE ICDE
    • Xiao, X.1    Wang, G.2    Gehrke, J.3
  • 22
    • 79960941824 scopus 로고    scopus 로고
    • Differentially private data release through multidimensional partitioning
    • Y. Xiao, L. Xiong, and C. Yuan. Differentially private data release through multidimensional partitioning. VLDB SDM Workshop, 2010.
    • (2010) VLDB SDM Workshop
    • Xiao, Y.1    Xiong, L.2    Yuan, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.