Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising.

Borja Balle Yu-Xiang Wang

Published in: ICML (2018)

Keyphrases

denoising
differential privacy
differentially private
privacy guarantees
privacy preserving
gaussian noise
private data
image processing
tabular data
database systems
data management
private information