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Reza Shokri

The Data Minimization Principle in Machine Learning

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May 29, 2024
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Low-Cost High-Power Membership Inference by Boosting Relativity

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Dec 06, 2023
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Unified Enhancement of Privacy Bounds for Mixture Mechanisms via $f$-Differential Privacy

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Nov 01, 2023
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Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks

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Oct 31, 2023
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Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory

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Oct 27, 2023
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Leave-one-out Distinguishability in Machine Learning

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Sep 29, 2023
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Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning

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Sep 11, 2023
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Bias Propagation in Federated Learning

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Sep 05, 2023
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On The Impact of Machine Learning Randomness on Group Fairness

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Jul 09, 2023
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Smaller Language Models are Better Black-box Machine-Generated Text Detectors

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May 17, 2023
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