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Li Xiong

TabularMark: Watermarking Tabular Datasets for Machine Learning

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Jun 21, 2024
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DPDR: Gradient Decomposition and Reconstruction for Differentially Private Deep Learning

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Jun 04, 2024
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Differentially Private Tabular Data Synthesis using Large Language Models

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Jun 03, 2024
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HRNet: Differentially Private Hierarchical and Multi-Resolution Network for Human Mobility Data Synthesization

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May 13, 2024
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Cross-silo Federated Learning with Record-level Personalized Differential Privacy

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Jan 30, 2024
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Contrastive Unlearning: A Contrastive Approach to Machine Unlearning

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Jan 19, 2024
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Does Differential Privacy Prevent Backdoor Attacks in Practice?

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Nov 10, 2023
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ULDP-FL: Federated Learning with Across Silo User-Level Differential Privacy

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Aug 23, 2023
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Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model

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Apr 11, 2023
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Wasserstein Adversarial Examples on Univariant Time Series Data

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Mar 22, 2023
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