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PinKDD 2007: San Jose, California, USA

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Francesco Bonchi, Elena Ferrari, Bradley A. Malin, Yücel Saygin:
Privacy, Security, and Trust in KDD, First ACM SIGKDD International Workshop, PinKDD 2007, San Jose, CA, USA, August 12, 2007, Revised Selected Papers. Lecture Notes in Computer Science 4890, Springer 2008, ISBN 978-3-540-78477-7

Invited Paper

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Cynthia Dwork:
An Ad Omnia Approach to Defining and Achieving Private Data Analysis. 1-13

Contributed Papers

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Waseem Ahmad, Ashfaq A. Khokhar:
Phoenix: Privacy Preserving Biclustering on Horizontally Partitioned Data. 14-32
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Rhonda Chaytor:
Allowing Privacy Protection Algorithms to Jump Out of Local Optimums: An Ordered Greed Framework. 33-55
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Sachin Lodha, Dilys Thomas:
Probabilistic Anonymity. 56-79
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Barbara Poblete, Myra Spiliopoulou, Ricardo A. Baeza-Yates:
Website Privacy Preservation for Query Log Publishing. 80-96
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  - conf/kdd/SharkeyTZX07
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Patrick Sharkey, Hongwei Tian, Weining Zhang, Shouhuai Xu:
Privacy-Preserving Data Mining through Knowledge Model Sharing. 97-115
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Vincent Yan Fu Tan, See-Kiong Ng:
Privacy-Preserving Sharing of Horizontally-Distributed Private Data for Constructing Accurate Classifiers. 116-137
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Zhiqiang Yang, Sheng Zhong, Rebecca N. Wright:
Towards Privacy-Preserving Model Selection. 138-152
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Elena Zheleva, Lise Getoor:
Preserving the Privacy of Sensitive Relationships in Graph Data. 153-171

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