SMOTE preprocessing lets differentially private generators use large privacy budgets with maintained utility, but the formal proof of privacy is not rigorous.
In: 31st USENIX Security Symposium (USENIX Security 22)
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SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data
SMOTE preprocessing lets differentially private generators use large privacy budgets with maintained utility, but the formal proof of privacy is not rigorous.