most citedData Valuation for Vertical Federated Learning: A Model-free and Privacy-preserving Method

3 citations · 3 across the 3 of their papers we have counts for

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cs.CR2026

Adaptive Diffusion Freezing: Privacy-preserving Diffusion Models Against Membership Inference Attacks

Jialu Guo, Xiao Han, Junjie Wu

Diffusion models have achieved remarkable success in generative tasks across various areas, however their training process raises significant privacy concerns, particularly under m…

cs.CR2021

HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing

Xiao Han, Yuncong Yang, Junjie Wu

Minimizing privacy leakage while ensuring data utility is a critical problem to data holders in a privacy-preserving data publishing task. Most prior research concerns only with on…