The Normal Distributions Indistinguishability Spectrum and its Application to Privacy-Preserving Machine Learning

Yu Wei, Yun Lu, Malik Magdon-Ismail +1

We investigate the privacy of {\em any} algorithm whose outputs have Gaussian distribution. This work is motivated by the prevalence of such algorithms in several useful (ML) appli…