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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: A. Kiran, P. Rubini, S. Saravana Kumar
Format: Artikel
Sprache:English
Veröffentlicht: IEEE 2025-01-01
Schriftenreihe:IEEE Access
Schlagworte:
Artificial intelligence
machine learning
synthetic data
statistical disclosure control
differential privacy
privacy enhancing technology
Online Zugang:https://ieeexplore.ieee.org/document/10847835/

Online

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

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