Privacy, Security, and Trust in KDD First ACM SIGKDD International Workshop, PinKDD 2007, San Jose, CA, USA, August 12, 2007, Revised Selected Papers /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Bonchi, Francesco (Editor), Ferrari, Elena (Editor), Malin, Bradley (Editor), Saygin, Yücel (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Series: Lecture Notes in Computer Science, 4890
• Subjects: Computer science.; Computer communication systems.; Computer security.; Data mining.; Computers and civilization.; Computers.; Law and legislation.; Computer Science.; Systems and Data Security.; Information Systems Applications (incl. Internet).; Data Mining and Knowledge Discovery.; Computer Communication Networks.; Computers and Society.; Legal Aspects of Computing.

Table of Contents:

• Invited Paper
• An Ad Omnia Approach to Defining and Achieving Private Data Analysis
• Contributed Papers
• Phoenix: Privacy Preserving Biclustering on Horizontally Partitioned Data
• Allowing Privacy Protection Algorithms to Jump Out of Local Optimums: An Ordered Greed Framework
• Probabilistic Anonymity
• Website Privacy Preservation for Query Log Publishing
• Privacy-Preserving Data Mining through Knowledge Model Sharing
• Privacy-Preserving Sharing of Horizontally-Distributed Private Data for Constructing Accurate Classifiers
• Towards Privacy-Preserving Model Selection
• Preserving the Privacy of Sensitive Relationships in Graph Data.