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Raouf Kerkouche

DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators

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Dec 03, 2024
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NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA

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Nov 06, 2024
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Towards Biologically Plausible and Private Gene Expression Data Generation

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Feb 07, 2024
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Privacy-Aware Document Visual Question Answering

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Dec 15, 2023
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A Unified View of Differentially Private Deep Generative Modeling

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Sep 27, 2023
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Client-specific Property Inference against Secure Aggregation in Federated Learning

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Mar 07, 2023
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Fed-GLOSS-DP: Federated, Global Learning using Synthetic Sets with Record Level Differential Privacy

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Feb 02, 2023
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Private Set Generation with Discriminative Information

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Nov 07, 2022
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Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data

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Feb 08, 2022
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Constrained Differentially Private Federated Learning for Low-bandwidth Devices

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Feb 27, 2021
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