conftrace_

gaussian mechanism

30 papers

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Also known as

GM

Co-occurring keywords

differential privacy (1016) privacy accounting (12) exponential mechanism (30) log-concave distribution (46) local differential privacy (73) laplace mechanism (7) privacy-utility tradeoff (16) privacy mechanism (13) fast fourier transform (46) sensitivity analysis (80)

Papers

Optimal Noise-Adding Mechanism in Additive Differential Privacy AISTATS 2019
Privacy Amplification by Mixing and Diffusion Mechanisms NIPS 2019
Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness IJCAI 2019
Formal Privacy for Functional Data with Gaussian Perturbations ICML 2019
Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising ICML 2018