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...