An investigation of data privacy and utility using machine learning as a gauge

<p> The purpose of this investigation is to study and pursue a user-defined approach in preserving data privacy while maintaining an acceptable level of data utility using machine learning classification techniques as a gauge in the generation of synthetic data sets. This dissertation will dea...

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Bibliographic Details
Main Author: Mivule, Kato
Language:EN
Published: Bowie State University 2014
Subjects:
Online Access:http://pqdtopen.proquest.com/#viewpdf?dispub=3619387