Auditing Differentially Private Machine Learning: How Private is Private SGD?

Matthew Jagielski Jonathan R. Ullman Alina Oprea

Published in: CoRR (2020)

Keyphrases

differentially private
machine learning
privacy preserving
differential privacy
private data
data mining
privacy guarantees
data sets
data analysis
data access