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Chuan Xu

Attribute Inference Attacks for Federated Regression Tasks

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Nov 19, 2024
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Federated Learning for Cooperative Inference Systems: The Case of Early Exit Networks

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May 07, 2024
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A Cautionary Tale: On the Role of Reference Data in Empirical Privacy Defenses

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Oct 18, 2023
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Local Model Reconstruction Attacks in Federated Learning and their Uses

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Oct 28, 2022
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Efficient passive membership inference attack in federated learning

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Oct 31, 2021
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Throughput-Optimal Topology Design for Cross-Silo Federated Learning

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Oct 23, 2020
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Dynamic backup workers for parallel machine learning

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Apr 30, 2020
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Decentralized gradient methods: does topology matter?

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Feb 28, 2020
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