A Universally Applicable Differential Privacy System: Redefining Utility in Database Privacy to Prioritize User Experience

Data privacy is a fundamental ethical goal. We must aim for innovating without exploiting. In order to provide formal privacy guarantees, differential privacy has been the central method of implementing database privacy. However, there are many barriers to widespread adoption. General methods lack a...

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Bibliographic Details
Main Author: Xu, Helen J.
Other Authors: Madden, Samuel
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/144558