An epoch-weighted privacy budget allocation framework for fine-tuning large language models
Crossref DOI link: https://doi.org/10.1007/s11432-025-4580-x
Published Online: 2026-03-05
Published Print: 2026-04
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Zhang, Peisheng
Wang, Naiyu
Wu, Longfei
Zhu, Liehuang
Guan, Zhitao
Text and Data Mining valid from 2026-03-05
Version of Record valid from 2026-03-05
Article History
Received: 20 March 2025
Revised: 3 July 2025
Accepted: 4 September 2025
First Online: 5 March 2026