A PML-based privacy mechanism design maximizes worst-case utility by permitting zero probabilities in the conditional distribution under an output support constraint.
A linear reduction method for local differential privacy and log-lift,
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Worst-Case Utility Privacy Mechanism via Pointwise Maximal Leakage
A PML-based privacy mechanism design maximizes worst-case utility by permitting zero probabilities in the conditional distribution under an output support constraint.