Comprehensive Review of Privacy, Utility, and Fairness Offered by Synthetic Data

Comprehensive Review of Privacy, Utility, and Fairness Offered by Synthetic Data

Automation is the core transformation strategy that every industry wants to get on its roadmap today. Artificial Intelligence (AI) and Machine Learning (ML) are the key components of automation. It is increasingly used in both data analysis and building predictive models from the data. Growing priva...

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Bibliographic Details
Main Authors: A. Kiran, P. Rubini, S. Saravana Kumar
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Artificial intelligence
machine learning
synthetic data
statistical disclosure control
differential privacy
privacy enhancing technology
Online Access:https://ieeexplore.ieee.org/document/10847835/

Internet

https://ieeexplore.ieee.org/document/10847835/

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