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    » PRIVATE-IYE: A Framework for Privacy Preserving Data Integra...
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    SDM
    2007
    SIAM
    190views Data Mining» more  SDM 2007»
    AC-Framework for Privacy-Preserving Collaboration
    13 years 9 months ago
    AC-Framework for Privacy-Preserving Collaboration
    Download  siam.org
    The secure multi-party computation (SMC) model provides means for balancing the use and confidentiality of distributed data. Increasing security concerns have led to a surge in w...
    Wei Jiang, Chris Clifton
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    ICDE
    2008
    IEEE
    177views Database» more  ICDE 2008»
    On Anti-Corruption Privacy Preserving Publication
    14 years 9 months ago
    On Anti-Corruption Privacy Preserving Publication
    Download  www.cse.cuhk.edu.hk
    This paper deals with a new type of privacy threat, called "corruption", in anonymized data publication. Specifically, an adversary is said to have corrupted some individ...
    Yufei Tao, Xiaokui Xiao, Jiexing Li, Donghui Zhang
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    SDM
    2008
    SIAM
    177views Data Mining» more  SDM 2008»
    Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
    13 years 9 months ago
    Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
    Download  www.cs.berkeley.edu
    In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...
    Yitao Duan, John F. Canny
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    SIGMOD
    2005
    ACM
    128views Database» more  SIGMOD 2005»
    Privacy Preserving OLAP
    14 years 7 months ago
    Privacy Preserving OLAP
    Download  i.stanford.edu
    We present techniques for privacy-preserving computation of multidimensional aggregates on data partitioned across multiple clients. Data from different clients is perturbed (rand...
    Rakesh Agrawal, Ramakrishnan Srikant, Dilys Thomas
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    SDM
    2004
    SIAM
    242views Data Mining» more  SDM 2004»
    Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification
    13 years 9 months ago
    Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification
    Download  www.cis.syr.edu
    Multivariate statistical analysis is an important data analysis technique that has found applications in various areas. In this paper, we study some multivariate statistical analy...
    Wenliang Du, Yunghsiang S. Han, Shigang Chen
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