conftrace_

staircase mechanism

3 papers

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Co-occurring keywords · papers mentioning both

privacy-utility trade-off (2) differential privacy (2) information theoretic utility (1) query sensitivity (1) norm ball sampling (1) privacy mechanism (1) local differential privacy (1) privatization mechanism (1) randomized response (1) additive noise (1)

Papers

General Staircase Mechanisms for Optimal Differential Privacy AISTATS 2025 Extremal Mechanisms for Local Differential Privacy JMLR 2016 Extremal Mechanisms for Local Differential Privacy NeurIPS 2014