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    SDM
    2008
    SIAM
    135views Data Mining» more  SDM 2008»
    Preemptive Measures against Malicious Party in Privacy-Preserving Data Mining
    13 years 9 months ago
    Preemptive Measures against Malicious Party in Privacy-Preserving Data Mining
    Download  siam.org
    Currently, many privacy-preserving data mining (PPDM) algorithms assume the semi-honest model and/or malicious model of multi-party interaction. However, both models are far from ...
    Shuguo Han, Wee Keong Ng
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    PODS
    2001
    ACM
    148views Database» more  PODS 2001»
    On the Design and Quantification of Privacy Preserving Data Mining Algorithms
    14 years 7 months ago
    On the Design and Quantification of Privacy Preserving Data Mining Algorithms
    Download  www.research.ibm.com
    The increasing ability to track and collect large amounts of data with the use of current hardware technology has lead to an interest in the development of data mining algorithms ...
    Dakshi Agrawal, Charu C. Aggarwal
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    GIS
    2008
    ACM
    173views Automated Reasoning» more  GIS 2008»
    Privacy: preserving trajectory collection
    14 years 8 months ago
    Privacy: preserving trajectory collection
    Download  user.it.uu.se
    In order to provide context?aware Location?Based Services, real location data of mobile users must be collected and analyzed by spatio?temporal data mining methods. However, the d...
    Gyözö Gidófalvi, Torben Bach Pede...
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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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    VLDB
    2004
    ACM
    134views Database» more  VLDB 2004»
    A Privacy-Preserving Index for Range Queries
    14 years 29 days ago
    A Privacy-Preserving Index for Range Queries
    Download  www.ics.uci.edu
    Database outsourcing is an emerging data management paradigm which has the potential to transform the IT operations of corporations. In this paper we address privacy threats in da...
    Bijit Hore, Sharad Mehrotra, Gene Tsudik
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