A Survey of Differential Privacy Techniques for Federated Learning

The problem of data privacy protection in the information age deserves people’s attention. As a distributed machine learning technology, federated learning can effectively solve the problem of privacy security and data silos. Differential privacy(DP) technology is applied in federated lea...

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Bibliographic Details
Main Authors: Wang Xin, Li Jiaqian, Ding Xueshuang, Zhang Haoji, Sun Lianshan
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10818489/
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