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Volumn , Issue , 2014, Pages 387-401

Faster private release of marginals on small databases

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SCIENCE; POLYNOMIALS; QUERY LANGUAGES;

EID: 84893223230     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2554797.2554833     Document Type: Conference Paper
Times cited : (50)

References (37)
  • 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. In PODS, pages 273-282, 2007.
    • (2007) PODS , pp. 273-282
    • Barak, B.1    Chaudhuri, K.2    Dwork, C.3    Kale, S.4    McSherry, F.5    Talwar, K.6
  • 2
    • 33244468835 scopus 로고    scopus 로고
    • Practical privacy: The sulq framework
    • A. Blum, C. Dwork, F. McSherry, and K. Nissim. Practical privacy: the sulq framework. In PODS, pages 128-138, 2005.
    • (2005) PODS , pp. 128-138
    • Blum, A.1    Dwork, C.2    McSherry, F.3    Nissim, K.4
  • 3
    • 57049136138 scopus 로고    scopus 로고
    • A learning theory approach to non-interactive database privacy
    • A. Blum, K. Ligett, and A. Roth. A learning theory approach to non-interactive database privacy. In STOC, pages 609-618, 2008.
    • (2008) STOC , pp. 609-618
    • Blum, A.1    Ligett, K.2    Roth, A.3
  • 4
  • 6
    • 84893271453 scopus 로고    scopus 로고
    • Fingerprinting codes and the price of approximate differential privacy
    • M. Bun, J. Ullman, and S. P. Vadhan. Fingerprinting codes and the price of approximate differential privacy. CoRR, abs/1311.3158, 2013.
    • (2013) CoRR, Abs/1311.3158
    • Bun, M.1    Ullman, J.2    Vadhan, S.P.3
  • 8
    • 84858307870 scopus 로고    scopus 로고
    • Lower bounds in differential privacy
    • A. De. Lower bounds in differential privacy. In TCC, pages 321-338, 2012.
    • (2012) TCC , pp. 321-338
    • De, A.1
  • 9
    • 1142275486 scopus 로고    scopus 로고
    • Revealing information while preserving privacy
    • I. Dinur and K. Nissim. Revealing information while preserving privacy. In PODS, pages 202-210, 2003.
    • (2003) PODS , pp. 202-210
    • Dinur, I.1    Nissim, K.2
  • 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'06, pages 265-284, 2006.
    • (2006) TCC'06 , pp. 265-284
    • Dwork, C.1    McSherry, F.2    Nissim, K.3    Smith, A.4
  • 11
    • 70350689921 scopus 로고    scopus 로고
    • On the complexity of differentially private data release: Efficient algorithms and hardness results
    • C. Dwork, M. Naor, O. Reingold, G. N. Rothblum, and S. P. Vadhan. On the complexity of differentially private data release: efficient algorithms and hardness results. In STOC'09, pages 381-390, 2009.
    • (2009) STOC'09 , pp. 381-390
    • Dwork, C.1    Naor, M.2    Reingold, O.3    Rothblum, G.N.4    Vadhan, S.P.5
  • 12
    • 84939624267 scopus 로고    scopus 로고
    • Efficient algorithms for privately releasing marginals via convex relaxations
    • C. Dwork, A. Nikolov, and K. Talwar. Efficient algorithms for privately releasing marginals via convex relaxations. CoRR, abs/1308.1385, 2013.
    • (2013) CoRR, Abs/1308.1385
    • Dwork, C.1    Nikolov, A.2    Talwar, K.3
  • 13
    • 35048856104 scopus 로고    scopus 로고
    • Privacy-preserving datamining on vertically partitioned databases
    • C. Dwork and K. Nissim. Privacy-preserving datamining on vertically partitioned databases. In CRYPTO, pages 528-544, 2004.
    • (2004) CRYPTO , pp. 528-544
    • Dwork, C.1    Nissim, K.2
  • 14
    • 78751522594 scopus 로고    scopus 로고
    • Boosting and differential privacy
    • C. Dwork, G. N. Rothblum, and S. P. Vadhan. Boosting and differential privacy. In FOCS, pages 51-60, 2010.
    • (2010) FOCS , pp. 51-60
    • Dwork, C.1    Rothblum, G.N.2    Vadhan, S.P.3
  • 16
    • 79959740503 scopus 로고    scopus 로고
    • Privately releasing conjunctions and the statistical query barrier
    • A. Gupta, M. Hardt, A. Roth, and J. Ullman. Privately releasing conjunctions and the statistical query barrier. In STOC'11, pages 803-812, 2011.
    • (2011) STOC'11 , pp. 803-812
    • Gupta, A.1    Hardt, M.2    Roth, A.3    Ullman, J.4
  • 17
    • 84863421549 scopus 로고    scopus 로고
    • Iterative constructions and private data release
    • A. Gupta, A. Roth, and J. Ullman. Iterative constructions and private data release. In TCC, pages 339-356, 2012.
    • (2012) TCC , pp. 339-356
    • Gupta, A.1    Roth, A.2    Ullman, J.3
  • 18
    • 84877755332 scopus 로고    scopus 로고
    • A simple and practical algorithm for differentially private data release
    • M. Hardt, K. Ligett, and F. McSherry. A simple and practical algorithm for differentially private data release. NIPS'12, 2012.
    • (2012) NIPS'12
    • Hardt, M.1    Ligett, K.2    McSherry, F.3
  • 19
    • 78751489078 scopus 로고    scopus 로고
    • A multiplicative weights mechanism for privacy-preserving data analysis
    • M. Hardt and G. N. Rothblum. A multiplicative weights mechanism for privacy-preserving data analysis. In FOCS, pages 61-70, 2010.
    • (2010) FOCS , pp. 61-70
    • Hardt, M.1    Rothblum, G.N.2
  • 20
    • 84860187793 scopus 로고    scopus 로고
    • Private data release via learning thresholds
    • M. Hardt, G. N. Rothblum, and R. A. Servedio. Private data release via learning thresholds. In SODA, pages 168-187, 2012.
    • (2012) SODA , pp. 168-187
    • Hardt, M.1    Rothblum, G.N.2    Servedio, R.A.3
  • 21
    • 84865295538 scopus 로고    scopus 로고
    • Mirror descent based database privacy
    • P. Jain and A. Thakurta. Mirror descent based database privacy. In APPROX-RANDOM, pages 579-590, 2012.
    • (2012) APPROX-RANDOM , pp. 579-590
    • Jain, P.1    Thakurta, A.2
  • 22
    • 77954693385 scopus 로고    scopus 로고
    • The price of privately releasing contingency tables and the spectra of random matrices with correlated rows
    • S. P. Kasiviswanathan, M. Rudelson, A. Smith, and J. Ullman. The price of privately releasing contingency tables and the spectra of random matrices with correlated rows. In STOC, pages 775-784, 2010.
    • (2010) STOC , pp. 775-784
    • Kasiviswanathan, S.P.1    Rudelson, M.2    Smith, A.3    Ullman, J.4
  • 24
    • 9444280952 scopus 로고    scopus 로고
    • Toward attribute efficient learning of decision lists and parities
    • J. Shawe-Taylor and Y. Singer, editors Springer
    • A. R. Klivans and R. A. Servedio. Toward attribute efficient learning of decision lists and parities. In J. Shawe-Taylor and Y. Singer, editors, COLT, Volume 3120 of Lecture Notes in Computer Science, pages 224-238. Springer, 2004.
    • (2004) COLT, Volume 3120 of Lecture Notes in Computer Science , pp. 224-238
    • Klivans, A.R.1    Servedio, R.A.2
  • 25
    • 84873402389 scopus 로고    scopus 로고
    • Low-weight halfspaces for sparse Boolean vectors
    • P. M. Long and R. A. Servedio. Low-weight halfspaces for sparse boolean vectors. In ITCS, pages 21-36, 2013.
    • (2013) ITCS , pp. 21-36
    • Long, P.M.1    Servedio, R.A.2
  • 26
    • 84879826933 scopus 로고    scopus 로고
    • The geometry of differential privacy: The sparse and approximate cases
    • A. Nikolov, K. Talwar, and L. Zhang. The geometry of differential privacy: the sparse and approximate cases. In STOC, pages 351-360, 2013.
    • (2013) STOC , pp. 351-360
    • Nikolov, A.1    Talwar, K.2    Zhang, L.3
  • 28
    • 77954745685 scopus 로고    scopus 로고
    • Interactive privacy via the median mechanism
    • A. Roth and T. Roughgarden. Interactive privacy via the median mechanism. In STOC'10, pages 765-774, 2010.
    • (2010) STOC'10 , pp. 765-774
    • Roth, A.1    Roughgarden, T.2
  • 31
    • 84855598669 scopus 로고    scopus 로고
    • The pattern matrix method
    • A. A. Sherstov. The pattern matrix method. SIAM Journal on Computing, 40(6): 1969-2000, 2011.
    • (2011) SIAM Journal on Computing , vol.40 , Issue.6 , pp. 1969-2000
    • Sherstov, A.A.1
  • 32
    • 84862624952 scopus 로고    scopus 로고
    • The multiparty communication complexity of set disjointness
    • A. A. Sherstov. The multiparty communication complexity of set disjointness. In STOC, pages 525-548, 2012.
    • (2012) STOC , pp. 525-548
    • Sherstov, A.A.1
  • 33
    • 84868228327 scopus 로고    scopus 로고
    • Strong direct product theorems for quantum communication and query complexity
    • A. A. Sherstov. Strong direct product theorems for quantum communication and query complexity. SIAM J. Comput., 41(5): 1122-1165, 2012.
    • (2012) SIAM J. Comput. , vol.41 , Issue.5 , pp. 1122-1165
    • Sherstov, A.A.1
  • 34
    • 84879815183 scopus 로고    scopus 로고
    • Faster algorithms for privately releasing marginals
    • 2+o(1)
    • J. Thaler, J. Ullman, and S. P. Vadhan. Faster algorithms for privately releasing marginals. In ICALP, pages 810-821, 2012. 2+o(1)
    • (2012) ICALP , pp. 810-821
    • Thaler, J.1    Ullman, J.2    Vadhan, S.P.3
  • 35
    • 84879825242 scopus 로고    scopus 로고
    • Answering n counting queries with differential privacy is hard
    • J. Ullman. Answering n counting queries with differential privacy is hard. In STOC, pages 361-370, 2013.
    • (2013) STOC , pp. 361-370
    • Ullman, J.1
  • 36
    • 79953172891 scopus 로고    scopus 로고
    • PCPs and the hardness of generating private synthetic data
    • J. Ullman and S. P. Vadhan. PCPs and the hardness of generating private synthetic data. In TCC'11, pages 400-416, 2011.
    • (2011) TCC'11 , pp. 400-416
    • Ullman, J.1    Vadhan, S.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.