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

Borja Balle Yu-Xiang Wang

Published in: CoRR (2018)

Keyphrases

denoising
differential privacy
differentially private
gaussian noise
privacy guarantees
privacy preserving
privacy preservation
private data
database
image processing
tabular data
databases
social media
peer to peer
data sharing