Weiran Liu | DeepAI

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research

∙ 10/04/2022

OpBoost: A Vertical Federated Tree Boosting Framework Based on Order-Preserving Desensitization

Vertical Federated Learning (FL) is a new paradigm that enables users wi...

0 Xiaochen Li, et al. ∙

research

∙ 09/29/2020

DUMP: A Dummy-Point-Based Framework for Histogram Estimation in Shuffle Model

In Central Differential Privacy (CDP), there is a trusted analyst who co...

0 Xiaochen Li, et al. ∙

research

∙ 09/11/2020

Intertwining Order Preserving Encryption and Differential Privacy

Ciphertexts of an order-preserving encryption (OPE) scheme preserve the ...

0 Amrita Roy Chowdhury, et al. ∙