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Luca Melis

Noisy Neighbors: Efficient membership inference attacks against LLMs

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Jun 24, 2024
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ReMasker: Imputing Tabular Data with Masked Autoencoding

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Sep 25, 2023
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Federated Linear Contextual Bandits with User-level Differential Privacy

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Jun 09, 2023
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EXACT: Extensive Attack for Split Learning

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May 25, 2023
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FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning

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Jun 07, 2022
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Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity

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May 30, 2022
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Differentially Private Query Release Through Adaptive Projection

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Mar 11, 2021
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Adversarial Robustness with Non-uniform Perturbations

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Feb 24, 2021
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Exploiting Unintended Feature Leakage in Collaborative Learning

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Nov 01, 2018
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Building and Measuring Privacy-Preserving Predictive Blacklists

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Oct 08, 2018
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