메뉴 건너뛰기




Volumn 7, Issue 8, 2014, Pages 637-648

Calibrating data to sensitivity in private data analysis: A platform for differentially private analysis of weighted datasets

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION ANALYSIS;

EID: 84901767186     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: 10.14778/2732296.2732300     Document Type: Conference Paper
Times cited : (120)

References (25)
  • 3
    • 84880566095 scopus 로고    scopus 로고
    • Recursive mechanism: towards node differential privacy and unrestricted joins
    • In, ACM
    • S. Chen and S. Zhou. Recursive mechanism: towards node differential privacy and unrestricted joins. In SIGMOD'13, pages 653-664. ACM, 2013.
    • (2013) SIGMOD'13 , pp. 653-664
    • Chen, S.1    Zhou, S.2
  • 7
    • 77951192010 scopus 로고    scopus 로고
    • Accurate estimation of the degree distribution of private networks
    • In, dec
    • M. Hay, C. Li, G. Miklau, and D. Jensen. Accurate estimation of the degree distribution of private networks. In IEEE ICDM '09, pages 169-178, dec. 2009.
    • (2009) IEEE ICDM '09 , pp. 169-178
    • Hay, M.1    Li, C.2    Miklau, G.3    Jensen, D.4
  • 8
    • 79959963317 scopus 로고    scopus 로고
    • Tutorial on privacy-aware data management in information networks
    • M. Hay, K. Liu, G. Miklau, J. Pei, and E. Terzi. Tutorial on privacy-aware data management in information networks. Proc. SIGMOD'11, 2011.
    • (2011) Proc. SIGMOD'11
    • Hay, M.1    Liu, K.2    Miklau, G.3    Pei, J.4    Terzi, E.5
  • 12
    • 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. pages 123-134, 2010.
    • (2010) , pp. 123-134
    • Li, C.1    Hay, M.2    Rastogi, V.3    Miklau, G.4    McGregor, A.5
  • 13
    • 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. pages 514-525, 2012.
    • (2012) , pp. 514-525
    • Li, C.1    Miklau, G.2
  • 14
    • 33750290186 scopus 로고    scopus 로고
    • Systematic topology analysis and generation using degree correlations
    • P. Mahadevan, D. Krioukov, K. Fall, and A. Vahdat. Systematic topology analysis and generation using degree correlations. In SIGCOMM '06, pages 135-146, 2006.
    • (2006) SIGCOMM '06 , pp. 135-146
    • Mahadevan, P.1    Krioukov, D.2    Fall, K.3    Vahdat, A.4
  • 15
    • 70849116921 scopus 로고    scopus 로고
    • Privacy integrated queries: an extensible platform for privacy-preserving data analysis
    • F. D. McSherry. Privacy integrated queries: an extensible platform for privacy-preserving data analysis. In Proc. SIGMOD '09, pages 19-30, 2009.
    • (2009) Proc. SIGMOD '09 , pp. 19-30
    • McSherry, F.D.1
  • 17
    • 35448955271 scopus 로고    scopus 로고
    • Smooth sensitivity and sampling in private data analysis
    • K. Nissim, S. Raskhodnikova, and A. Smith. Smooth sensitivity and sampling in private data analysis. In ACM STOC '07, pages 75-84, 2007.
    • (2007) ACM STOC '07 , pp. 75-84
    • Nissim, K.1    Raskhodnikova, S.2    Smith, A.3
  • 18
    • 84866615978 scopus 로고    scopus 로고
    • A workflow for differentially-private graph synthesis
    • In, ACM
    • D. Proserpio, S. Goldberg, and F. McSherry. A workflow for differentially-private graph synthesis. In Proceedings of the 2012 ACM workshop on Workshop on online social networks, pages 13-18. ACM, 2012.
    • (2012) , pp. 13-18
    • Proserpio, D.1    Goldberg, S.2    McSherry, F.3
  • 19
    • 70350635777 scopus 로고    scopus 로고
    • Relationship privacy: output perturbation for queries with joins
    • V. Rastogi, M. Hay, G. Miklau, and D. Suciu. Relationship privacy: output perturbation for queries with joins. In Proc. PODS '09, pages 107-116, 2009.
    • (2009) Proc. PODS '09 , pp. 107-116
    • Rastogi, V.1    Hay, M.2    Miklau, G.3    Suciu, D.4
  • 20
    • 79551672983 scopus 로고    scopus 로고
    • Distance makes the types grow stronger: A calculus for differential privacy
    • J. Reed and B. Pierce. Distance makes the types grow stronger: A calculus for differential privacy. ACM Sigplan Notices, 45(9):157-168, 2010.
    • (2010) ACM Sigplan Notices , vol.45 , Issue.9 , pp. 157-168
    • Reed, J.1    Pierce, B.2
  • 23
    • 82955196835 scopus 로고    scopus 로고
    • Sharing graphs using differentially private graph models
    • A. Sala, X. Zhao, C. Wilson, H. Zheng, and B. Y. Zhao. Sharing graphs using differentially private graph models. In IMC, 2011.
    • (2011) IMC
    • Sala, A.1    Zhao, X.2    Wilson, C.3    Zheng, H.4    Zhao, B.Y.5
  • 25
    • 85161972679 scopus 로고    scopus 로고
    • Probabilistic inference and differential privacy
    • O. Williams and F. McSherry. Probabilistic inference and differential privacy. Proc. NIPS, 2010.
    • (2010) Proc. NIPS
    • Williams, O.1    McSherry, F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.