A Systematic Literature Review of Machine Unlearning Techniques in Neural Networks

A Systematic Literature Review of Machine Unlearning Techniques in Neural Networks

This review examines the field of machine unlearning in neural networks, an area driven by data privacy regulations such as the General Data Protection Regulation and the California Consumer Privacy Act. By analyzing 37 primary studies of machine unlearning applied to neural networks in both regress...

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Bibliographic Details
Main Authors: Ivanna Daniela Cevallos, Marco E. Benalcázar, Ángel Leonardo Valdivieso Caraguay, Jonathan A. Zea, Lorena Isabel Barona-López
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Computers
Subjects:
machine unlearning
data privacy
neural networks
selective forgetting
Online Access:https://www.mdpi.com/2073-431X/14/4/150
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