메뉴 건너뛰기




Volumn 22, Issue 6, 2010, Pages 884-899

Privacy-preserving gradient-descent methods

Author keywords

Gradient descent method; Least square approach; Privacy preserving data mining; Secure multiparty computation; Stochastic approach

Indexed keywords

GRADIENT-DESCENT; LEAST SQUARE APPROACH; PRIVACY PRESERVING DATA MINING; SECURE MULTI-PARTY COMPUTATION; STOCHASTIC APPROACH;

EID: 77951765127     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2009.153     Document Type: Article
Times cited : (70)

References (34)
  • 3
    • 0007841841 scopus 로고
    • 3D object perception using gradient descent
    • L. Baird and P. Wang, "3D Object Perception Using Gradient Descent, " J. Math. Imaging and Vision, vol. 5, no. 2, pp. 111-117, 1995.
    • (1995) J. Math. Imaging and Vision , vol.5 , Issue.2 , pp. 111-117
    • Baird, L.1    Wang, P.2
  • 6
    • 84880872502 scopus 로고    scopus 로고
    • Secure distributed linear algebra in a constant number of rounds
    • Advances in Cryptology - CRYPTO 2001
    • R. Cramer and I. Damgard, "Secure Distributed Linear Algebra in a Constant Number of Rounds, " Proc. 21st Int'l Cryptology Conf. Advances in Cryptology, pp. 119-136, 2001. (Pubitemid 33317911)
    • (2001) LECTURE NOTES IN COMPUTER SCIENCE , Issue.2139 , pp. 119-136
    • Cramer, R.1    Damgard, I.2
  • 8
    • 2942529194 scopus 로고    scopus 로고
    • Privacy-preserving multivariate statistical analysis: Linear regression and classification
    • Apr
    • W. Du, Y. Han, and S. Chen, "Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification, " Proc. Fourth SIAM Int'l Conf. Data Mining (SDM), pp. 222-233, Apr. 2004.
    • (2004) Proc. Fourth SIAM Int'l Conf. Data Mining (SDM) , pp. 222-233
    • Du, W.1    Han, Y.2    Chen, S.3
  • 11
    • 24944523186 scopus 로고    scopus 로고
    • On private scalar product computation for privacy-preserving data mining
    • Information Security and Cryptology - ICISC 2004: 7th International Conference, Revised Selected Papers
    • B. Goethals, S. Laur, H. Lipmaa, and T. Mielikainen, "On Private Scalar Product Computation for Privacy-Preserving Data Mining, " Proc. Seventh Ann. Int'l Conf. in Information Security and Cryptology, pp. 104-120, Dec. 2004. (Pubitemid 41322351)
    • (2005) Lecture Notes in Computer Science , vol.3506 , pp. 104-120
    • Goethals, B.1    Laur, S.2    Lipmaa, H.3    Mielikainen, T.4
  • 17
    • 0025792756 scopus 로고
    • Optimal discriminant plane for a small number of samples and design method of classifier on the plane
    • Z.-Q. Hong and J.-Y. Yang, "Optimal Discriminant Plane for a Small Number of Samples and Design Method of Classifier on the Plane, " Pattern Recognition, vol. 24, no. 4, pp. 317-324, 1991.
    • (1991) Pattern Recognition , vol.24 , Issue.4 , pp. 317-324
    • Hong, Z.-Q.1    Yang, J.-Y.2
  • 18
    • 33750527085 scopus 로고    scopus 로고
    • Information cut for clustering using a gradient descent approach
    • DOI 10.1016/j.patcog.2006.06.028, PII S0031320306003037
    • R. Jenssen, D. Erdogmus, K. E. Hild, J. C. Principe, and T. Eltoft, "Information Cut for Clustering Using a Gradient Descent Approach, " Pattern Recognition, vol. 40, no. 3, pp. 796-806, 2007. (Pubitemid 44667755)
    • (2007) Pattern Recognition , vol.40 , Issue.3 , pp. 796-806
    • Jenssen, R.1    Erdogmus, D.2    Hild II, K.E.3    Principe, J.C.4    Eltoft, T.5
  • 19
    • 4544361334 scopus 로고    scopus 로고
    • Privacy-preserving distributed mining of association rules on horizontally partitioned data
    • Sept
    • M. Kantarcioglu and C. Clifton, "Privacy-Preserving Distributed Mining of Association Rules on Horizontally Partitioned Data, " IEEE Trans. Knowledge and Data Eng., vol. 16, no. 9, pp. 1026-1037, Sept. 2004.
    • (2004) IEEE Trans. Knowledge and Data Eng. , vol.16 , Issue.9 , pp. 1026-1037
    • Kantarcioglu, M.1    Clifton, C.2
  • 20
    • 33746437508 scopus 로고    scopus 로고
    • Privacy preserving data mining
    • DOI 10.1007/s00145-001-0019-2
    • Y. Lindell and B. Pinkas, "Privacy Preserving Data Mining, " Advances in Cryptology, pp. 36-53, Springer-Verlag, 2000. (Pubitemid 44126466)
    • (2002) Journal of Cryptology , vol.15 , Issue.3 , pp. 177-206
    • Lindell, Y.1    Pinkas, B.2
  • 23
    • 84942550998 scopus 로고    scopus 로고
    • Public-key cryptosystems based on composite degree residuosity classes
    • P. Paillier, "Public-Key Cryptosystems Based on Composite Degree Residuosity Classes, " Proc. EUROCRYPT, pp. 223-238, 1999.
    • (1999) Proc. EUROCRYPT , pp. 223-238
    • Paillier, P.1
  • 25
    • 77951767706 scopus 로고    scopus 로고
    • C. K. Tan, http://mega.ist.utl.pt/ic-padi/public06-07/projecto/ bigintegerdoc.html, 2002.
    • (2002)
    • Tan, C.K.1
  • 26
    • 0242709355 scopus 로고    scopus 로고
    • Privacy preserving association rule mining in vertically partitioned data
    • July
    • J. Vaidya and C. Clifton, "Privacy Preserving Association Rule Mining in Vertically Partitioned Data, " Proc. Eighth ACM SIGKDD, pp. 639-644, July 2002.
    • (2002) Proc. Eighth ACM SIGKDD , pp. 639-644
    • Vaidya, J.1    Clifton, C.2
  • 27
    • 77952332120 scopus 로고    scopus 로고
    • Privacy-preserving k-means clustering over vertically partitioned data
    • J. Vaidya and C. Clifton, "Privacy-Preserving k-Means Clustering over Vertically Partitioned Data, " Proc. Ninth ACM SIGKDD, pp. 206-215, 2003.
    • (2003) Proc. Ninth ACM SIGKDD , pp. 206-215
    • Vaidya, J.1    Clifton, C.2
  • 28
    • 2942536415 scopus 로고    scopus 로고
    • Privacy preserving näive bayes classifier for vertically partitioned data
    • J. Vaidya and C. Clifton, "Privacy Preserving Näive Bayes Classifier for Vertically Partitioned Data, " Proc. SIAM Int'l Conf. Data Mining, pp. 522-526, 2004.
    • (2004) Proc. SIAM Int'l Conf. Data Mining , pp. 522-526
    • Vaidya, J.1    Clifton, C.2
  • 29
    • 10944227231 scopus 로고    scopus 로고
    • Secure set intersection cardinality with application to association rule mining
    • J. Vaidya and C. Clifton, "Secure Set Intersection Cardinality with Application to Association Rule Mining, " J. Computer Security, vol. 13, no. 4, pp. 593-622, 2005. (Pubitemid 41499148)
    • (2005) Journal of Computer Security , vol.13 , Issue.4 , pp. 593-622
    • Vaidya, J.1    Clifton, C.2
  • 33
    • 33751023839 scopus 로고    scopus 로고
    • Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data
    • Applied Computing 2006 - The 21st Annual ACM Symposium on Applied Computing - Proceedings of the 2006 ACM Symposium on Applied Computing
    • H. Yu, X. Jiang, and J. Vaidya, "Privacy-Preserving SVM Using Nonlinear Kernels on Horizontally Partitioned Data, " Proc. ACM Symp. Applied Computing, pp. 603-610, 2006. (Pubitemid 44758853)
    • (2006) Proceedings of the ACM Symposium on Applied Computing , vol.1 , pp. 603-610
    • Yu, H.1    Jiang, X.2    Vaidya, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.