Generating Differentially Private Synthetic Text

The advent of more powerful cloud compute over the past decade has made it possible to train the deep neural networks used today for applications in almost everything we do. However, the amount of existing data for private datasets, such as hospital records, remain scarce and will probably remain sc...

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Bibliographic Details
Main Author: Park, YeonHwan
Other Authors: Kagal, Lalana
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/144503