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Home/Authors/Junfeng Guo

Junfeng Guo

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
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0

Publications per year

1
26

Top categories

Crypto×1ML×1

Frequent co-authors

Su Zhang1×
Heng Huang1×

Research Timeline

2026
FedAttr: Towards Privacy-preserving Client-Level Attribution in Federated LLM Fine-tuning

FedAttr introduces a novel client-level attribution protocol for Federated Learning (FL) that accurately identifies which clients trained on watermarked data while maintaining strong privacy guarantees.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.LGRecentMay 7, 2026

FedAttr: Towards Privacy-preserving Client-Level Attribution in Federated LLM Fine-tuning

Su Zhang, Junfeng Guo, Heng Huang

FedAttr introduces a novel client-level attribution protocol for Federated Learning (FL) that accurately identifies which clients trained on watermarked data while maintaining strong privacy guarantee…

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