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Hanlin Gu

WeBank, China

PDSS: A Privacy-Preserving Framework for Step-by-Step Distillation of Large Language Models

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Jun 18, 2024
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FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models

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Jun 04, 2024
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FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation

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Jun 03, 2024
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Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity

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May 29, 2024
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Unlearning during Learning: An Efficient Federated Machine Unlearning Method

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May 24, 2024
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Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data

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May 23, 2024
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Evaluating Membership Inference Attacks and Defenses in Federated Learning

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Feb 09, 2024
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A Theoretical Analysis of Efficiency Constrained Utility-Privacy Bi-Objective Optimization in Federated Learning

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Dec 27, 2023
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Grounding Foundation Models through Federated Transfer Learning: A General Framework

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Dec 05, 2023
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A Communication Theory Perspective on Prompting Engineering Methods for Large Language Models

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Oct 24, 2023
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