Optimizing linear queries under differential privacy

Private data analysis on statistical data has been addressed by many recent literatures. The goal of such analysis is to measure statistical properties of a database without revealing information of individuals who participate in the database. Differential privacy is a rigorous privacy definition th...

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Bibliographic Details
Main Author: Li, Chao
Language:ENG
Published: ScholarWorks@UMass Amherst 2013
Subjects:
Online Access:https://scholarworks.umass.edu/dissertations/AAI3603112