Defines the PML envelope as a privacy metric in pointwise maximal leakage that is robust to post-processing and upper-bounds failure probability, unlike prior candidate definitions.
R ´enyi Differential Privacy,
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Information Leakage Envelopes
Defines the PML envelope as a privacy metric in pointwise maximal leakage that is robust to post-processing and upper-bounds failure probability, unlike prior candidate definitions.