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Analysis of privacy preserving distributed data mining protocols

Xu, Zhuojia (2011) Analysis of privacy preserving distributed data mining protocols. Research Master thesis, Victoria University.

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Abstract

This thesis studies the features and performance of privacy-preserving distributed data mining protocols published as journal articles and conference proceedings from 1999 to 2009. It examines the topics and settings of various privacy-preserving distributed data mining protocols. This thesis aims to provide a framework for classifying privacy-preserving distributed data mining protocols and compare the performance of different protocols based on the outcome of the classification scheme.

Item Type: Thesis (Research Master thesis)
Uncontrolled Keywords: privacy-preserving distributed data mining protocols, distributed data mining, performance measurement, performance comparison, performance metrics, data collection, data distribution, protocol classification, algorithms, privacy preservation, taxonomies
Subjects: FOR Classification > 0804 Data Format
Faculty/School/Research Centre/Department > School of Engineering and Science
Depositing User: VU Library
Date Deposited: 09 Jun 2011 02:57
Last Modified: 23 May 2013 16:46
URI: http://vuir.vu.edu.au/id/eprint/16047
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