Differentially private deep learning for time series data

Machine learning applications based on neural networks are becoming increasingly widespread. This condition gives rise to questions regarding the data subjects' privacy, as some of the data sets used may contain sensitive information. To address this, a new concept of privacy was formalized, na...

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Bibliographic Details
Main Author: Dwitami, Inggriany
Other Authors: Wang Huaxiong
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/144846