Reducing Noise Level in Differential Privacy through Matrix Masking

A. Adam Ding, Samuel S. Wu, Guanhong Miao +1

Differential privacy schemes have been widely adopted in recent years to address issues of data privacy protection. We propose a new Gaussian scheme combining with another data pro…