Analysis of privacy preserving distributed data mining protocols

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 Current > 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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