Derives a relative disclosure risk indicator (RDR) and algorithms for selecting epsilon in differential privacy based on within-dataset individual risks, plus a multi-query leakage bound.
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Within-Dataset Disclosure Risk for Differential Privacy
Derives a relative disclosure risk indicator (RDR) and algorithms for selecting epsilon in differential privacy based on within-dataset individual risks, plus a multi-query leakage bound.