Analysis of privacy preserving distributed data mining protocols

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

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)
URI https://vuir.vu.edu.au/id/eprint/16047
Subjects Historical > FOR Classification > 0804 Data Format
Historical > Faculty/School/Research Centre/Department > School of Engineering and Science
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
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