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cs.CR2026
Soft Voting for Policy-Aware Private Data Synthesis
Yingge Hu, Gautham Ramesh Babu, Mostafa Milani
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 redu…
cs.DB2026
Structure Selection for Fairness-Constrained Differentially Private Data Synthesis
Naeim Ghahramanpour, Mostafa Milani
Differential privacy (DP) enables safe data release, with synthetic data generation emerging as a common approach in recent years. Yet standard synthesizers preserve all dependenci…