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Shuffling data introduces a fundamental shift in the privacy-utility tradeoff for mean estimation, rendering locally differentially private (LDP) mechanisms suboptimal.
Get both differential privacy and minimum frequency rules enforced in your SQL queries with DPSQL+, achieving better accuracy and query allowance than existing libraries.