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Privacy, Security, and Trust in KDD

First ACM SIGKDD International Workshop, PinKDD 2007, San Jose, CA, USA, August 12, 2007, Revised, Selected Papers

  • Conference proceedings
  • © 2008

Overview

Editors:
  1. Francesco Bonchi
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  2. Elena Ferrari
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  3. Bradley Malin
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  4. Yücel Saygin
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 4890)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: PInKDD 2007.

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Table of contents (9 papers)

  1. Front Matter

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  3. Contributed Papers

    1. Phoenix: Privacy Preserving Biclustering on Horizontally Partitioned Data

      • Waseem Ahmad, Ashfaq Khokhar
      Pages 14-32

    2. Allowing Privacy Protection Algorithms to Jump Out of Local Optimums: An Ordered Greed Framework

      • Rhonda Chaytor
      Pages 33-55

    3. Probabilistic Anonymity

      • Sachin Lodha, Dilys Thomas
      Pages 56-79

    4. Website Privacy Preservation for Query Log Publishing

      • Barbara Poblete, Myra Spiliopoulou, Ricardo Baeza-Yates
      Pages 80-96

    5. Privacy-Preserving Data Mining through Knowledge Model Sharing

      • Patrick Sharkey, Hongwei Tian, Weining Zhang, Shouhuai Xu
      Pages 97-115

    6. Privacy-Preserving Sharing of Horizontally-Distributed Private Data for Constructing Accurate Classifiers

      • Vincent Yan Fu Tan, See-Kiong Ng
      Pages 116-137

    7. Towards Privacy-Preserving Model Selection

      • Zhiqiang Yang, Sheng Zhong, Rebecca N. Wright
      Pages 138-152

    8. Preserving the Privacy of Sensitive Relationships in Graph Data

      • Elena Zheleva, Lise Getoor
      Pages 153-171

  4. Back Matter

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  1. Privacy, Security, and Trust in KDD

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