Daniel Alabi
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126
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2026
Optimal Guarantees for Auditing Rényi Differentially Private Machine Learning
The paper introduces an optimal black-box auditing framework using Donsker-Varadhan estimators to estimate Rényi differential privacy (RDP) guarantees for machine learning algorithms.
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