conftrace_

gaussian differential privacy

7 papers

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Also known as

GDP

Co-occurring keywords

local differential privacy (73) privacy amplification (29) privacy guarantee (29) central limit theorem (19) shuffle model (11) composition theorem (6) privacy composition (6) record-level privacy (1) edgeworth expansion (1) f-differential privacy (3)

Papers

A Generalized Shuffle Framework for Privacy Amplification: Strengthening Privacy Guarantees and Enhancing Utility AAAI 2024
Gaussian Differential Privacy on Riemannian Manifolds NIPS 2023
Online Local Differential Private Quantile Inference via Self-normalization ICML 2023
Private Convex Optimization via Exponential Mechanism COLT 2022
Identification, Amplification and Measurement: A bridge to Gaussian Differential Privacy NIPS 2022
Federated f-Differential Privacy AISTATS 2021
Sharp Composition Bounds for Gaussian Differential Privacy via Edgeworth Expansion ICML 2020