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Mostafa Milani

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Preprint Oct 2026

Soft Voting for Policy-Aware Private Data Synthesis

Blowfish privacy relaxes differential privacy (DP) by protecting only the attribute-value substitutions a data owner specifies as edges of a policy graph. A sparser policy can reduce the noise required by a mechanism, but only when the released statistic changes less across protected substitutions than across arbitrary...

Ying-Ge Hu, Gautham Ramesh Babu, Mostafa Milani · 0 citations

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