conftrace_

f-differential privacy

3 papers

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Also known as

F-DP

Co-occurring keywords · papers mentioning both

edgeworth expansion (1) canonical noise distribution (1) tradeoff function (1) multivariate noise distribution (1) privacy composition (1) gaussian differential privacy (1) privacy amplification (1) distributed mean estimation (1) log-concave distribution (1) gaussian mechanism (1)

Papers

Breaking the Communication-Privacy-Accuracy Tradeoff with f-Differential Privacy NeurIPS 2023 Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy NeurIPS 2022 Sharp Composition Bounds for Gaussian Differential Privacy via Edgeworth Expansion ICML 2020