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Volumn , Issue , 2014, Pages 1679-1688

A case study: Privacy preserving release of spatio-temporal density in Paris

Author keywords

call data record (cdr); differential privacy; spatio temporal density

Indexed keywords


EID: 84907031418     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2623330.2623361     Document Type: Conference Paper
Times cited : (106)

References (28)
  • 1
    • 84874070246 scopus 로고    scopus 로고
    • Differentially private histogram publishing through lossy compression
    • G. Ács, R. Chen, and C. Castelluccia. Differentially private histogram publishing through lossy compression. In ICDM, 2012.
    • (2012) ICDM
    • Ács, G.1    Chen, R.2    Castelluccia, C.3
  • 2
    • 84889037772 scopus 로고    scopus 로고
    • Geo-indistinguishability: Differential privacy for location-based systems
    • ACM
    • M. E. Andrés, N. E. Bordenabe, K. Chatzikokolakis, and C. Palamidessi. Geo-indistinguishability: Differential privacy for location-based systems. In ACM CCS, pages 901-914. ACM, 2013.
    • (2013) ACM CCS , pp. 901-914
    • Andrés, M.E.1    Bordenabe, N.E.2    Chatzikokolakis, K.3    Palamidessi, C.4
  • 4
    • 84855245645 scopus 로고    scopus 로고
    • Private and continual release of statistics
    • Nov
    • T.-H. H. Chan, E. Shi, and D. Song. Private and continual release of statistics. ACM Trans. Inf. Syst. Secur., 14(3):26:1-26:24, Nov. 2011.
    • (2011) ACM Trans. Inf. Syst. Secur. , vol.14 , Issue.3
    • Chan, T.-H.H.1    Shi, E.2    Song, D.3
  • 5
    • 84869393316 scopus 로고    scopus 로고
    • Differentially private sequential data publication via variable-length n-grams
    • R. Chen, G. Ács, and C. Castelluccia. Differentially private sequential data publication via variable-length n-grams. In ACM CCS, pages 638-649, 2012.
    • (2012) ACM CCS , pp. 638-649
    • Chen, R.1    Ács, G.2    Castelluccia, C.3
  • 6
    • 84866628169 scopus 로고    scopus 로고
    • Trajectory privacy in location-based services and data publication
    • Aug
    • C.-Y. Chow and M. F. Mokbel. Trajectory privacy in location-based services and data publication. SIGKDD Explor. Newsletter, 13(1):19-29, Aug. 2011.
    • (2011) SIGKDD Explor. Newsletter , vol.13 , Issue.1 , pp. 19-29
    • Chow, C.-Y.1    Mokbel, M.F.2
  • 9
    • 33746037200 scopus 로고    scopus 로고
    • Our data, ourselves: Privacy via distributed noise generation
    • C. Dwork, K. Kenthapadi, F. McSherry, I. Mironov, and M. Naor. Our data, ourselves: privacy via distributed noise generation. In EUROCRYPT, pages 486-503, 2006.
    • (2006) EUROCRYPT , pp. 486-503
    • Dwork, C.1    Kenthapadi, K.2    McSherry, F.3    Mironov, I.4    Naor, M.5
  • 10
    • 33745556605 scopus 로고    scopus 로고
    • Calibrating noise to sensitivity in private data analysis
    • C. Dwork, F. McSherry, K. Nissim, and A. Smith. Calibrating noise to sensitivity in private data analysis. In TCC, pages 265-284, 2006.
    • (2006) TCC , pp. 265-284
    • Dwork, C.1    McSherry, F.2    Nissim, K.3    Smith, A.4
  • 11
    • 77954717626 scopus 로고    scopus 로고
    • Differential privacy under continual observation
    • C. Dwork, M. Naor, T. Pitassi, and G. N. Rothblum. Differential privacy under continual observation. In ACM STOC, pages 715-724, 2010.
    • (2010) ACM STOC , pp. 715-724
    • Dwork, C.1    Naor, M.2    Pitassi, T.3    Rothblum, G.N.4
  • 12
    • 84871058287 scopus 로고    scopus 로고
    • Real-time aggregate monitoring with differential privacy
    • L. Fan and L. Xiong. Real-time aggregate monitoring with differential privacy. In ACM CIKM, pages 2169-2173, 2012.
    • (2012) ACM CIKM , pp. 2169-2173
    • Fan, L.1    Xiong, L.2
  • 13
    • 67650312114 scopus 로고    scopus 로고
    • On the anonymity of home/work location pairs
    • P. Golle and K. Partridge. On the anonymity of home/work location pairs. In Percom, pages 390-397, 2009.
    • (2009) Percom , pp. 390-397
    • Golle, P.1    Partridge, K.2
  • 14
    • 44849122540 scopus 로고    scopus 로고
    • Understanding individual human mobility patterns
    • M. C. Gonzalez, C. A. Hidalgo, and A.-L. Barabasi. Understanding individual human mobility patterns. Nature, 453, 2008.
    • (2008) Nature , vol.453
    • Gonzalez, M.C.1    Hidalgo, C.A.2    Barabasi, A.-L.3
  • 17
    • 84881109383 scopus 로고    scopus 로고
    • Practical differential privacy via grouping and smoothing
    • G. Kellaris and S. Papadopoulos. Practical differential privacy via grouping and smoothing. In VLDB, pages 301-312, 2013.
    • (2013) VLDB , pp. 301-312
    • Kellaris, G.1    Papadopoulos, S.2
  • 18
    • 0000873069 scopus 로고
    • A method for the solution of certain non-linear problems in least squares
    • K. Levenberg. A method for the solution of certain non-linear problems in least squares. Quarterly of Applied Mathematics, 2:164-168, 1944.
    • (1944) Quarterly of Applied Mathematics , vol.2 , pp. 164-168
    • Levenberg, K.1
  • 19
    • 84881363049 scopus 로고    scopus 로고
    • Differentially private grids for geospatial data
    • N. Li, W. Yang, and W. Qardaji. Differentially private grids for geospatial data. In ICDE, pages 757-768, 2013.
    • (2013) ICDE , pp. 757-768
    • Li, N.1    Yang, W.2    Qardaji, W.3
  • 21
    • 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. In SIGMOD, pages 19-30, 2009.
    • (2009) SIGMOD , pp. 19-30
    • McSherry, F.1
  • 22
    • 46749128577 scopus 로고    scopus 로고
    • Mechanism design via differential privacy
    • F. McSherry and K. Talwar. Mechanism design via differential privacy. In FOCS, 2007.
    • (2007) FOCS
    • McSherry, F.1    Talwar, K.2
  • 24
    • 77954711910 scopus 로고    scopus 로고
    • Differentially private aggregation of distributed time-series with transformation and encryption
    • V. Rastogi and S. Nath. Differentially private aggregation of distributed time-series with transformation and encryption. In SIGMOD, 2010.
    • (2010) SIGMOD
    • Rastogi, V.1    Nath, S.2
  • 25
    • 0034313871 scopus 로고    scopus 로고
    • The earth mover's distance as a metric for image retrieval
    • Nov.
    • Y. Rubner, C. Tomasi, and L. J. Guibas. The earth mover's distance as a metric for image retrieval. Int. J. Comput. Vision, 40(2):99-121, Nov. 2000.
    • (2000) Int. J. Comput. Vision , vol.40 , Issue.2 , pp. 99-121
    • Rubner, Y.1    Tomasi, C.2    Guibas, L.J.3
  • 26
    • 0000044932 scopus 로고    scopus 로고
    • The discrete cosine transform
    • Mar.
    • G. Strang. The discrete cosine transform. SIAM Rev., 41(1):135-147, Mar. 1999.
    • (1999) SIAM Rev. , vol.41 , Issue.1 , pp. 135-147
    • Strang, G.1
  • 27
    • 79959998772 scopus 로고    scopus 로고
    • iReduct: Differential privacy with reduced relative errors
    • X. Xiao, G. Bender, M. Hay, and J. Gehrke. iReduct: Differential privacy with reduced relative errors. In SIGMOD, pages 229-240, 2011.
    • (2011) SIGMOD , pp. 229-240
    • Xiao, X.1    Bender, G.2    Hay, M.3    Gehrke, J.4
  • 28
    • 80053584816 scopus 로고    scopus 로고
    • Anonymization of location data does not work: A large-scale measurement study
    • H. Zang and J. Bolot. Anonymization of location data does not work: A large-scale measurement study. In Mobicom, pages 145-156, 2011.
    • (2011) Mobicom , pp. 145-156
    • Zang, H.1    Bolot, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.