Task-Specific Adaptive Differential Privacy Method for Structured Data

Data are needed to train machine learning (ML) algorithms, and in many cases often include private datasets that contain sensitive information. To preserve the privacy of data used while training ML algorithms, computer scientists have widely deployed anonymization techniques. These anonymization te...

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Bibliographic Details
Main Authors: Assem Utaliyeva, Jinmyeong Shin, Yoon-Ho Choi
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/23/4/1980