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

Matthew Jagielski Jonathan R. Ullman Alina Oprea

Published in: NeurIPS (2020)

Keyphrases

differentially private
machine learning
differential privacy
privacy preserving
private data
privacy guarantees
private information
search engine
website
model selection
databases
database systems
support vector machine
least squares
data sharing