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Leveraging data drift to optimize differential privacy in federated learning via dual-mode switching

Published Online: 2025-09-24

Published Print: 2025-10

Authors

Yin, Chunxiao

He, Kai https://orcid.org/0000-0003-0238-6616
Li, Zhiyang

Kang, Ninghang

Shi, Jiaoli
Funding

Funding for this research was provided by:

Natural Science Foundation of Hubei Province (2023AFB795)

National Science Foundation of China (62062045)
License Information

Text and Data Mining valid from 2025-09-24

Version of Record valid from 2025-09-24
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Article History

Received: 15 July 2025

Accepted: 12 August 2025

First Online: 24 September 2025

Declarations

:

: The authors declare no known financial or personal conflicts of interest that could have influenced the work presented in this paper.

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