SMOTE preprocessing lets differentially private generators use large privacy budgets with maintained utility, but the formal proof of privacy is not rigorous.
Information Sciences505, 32–64 (2019)
1 Pith paper cite this work, alongside 754 external citations. Polarity classification is still indexing.
1
Pith paper citing it
754
external citations · OpenAlex
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
REJECT 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
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.