privacy preserving machine learning

[bhusalb]

It would be great if we can add a privacy-preserving machine learning section as well.

[eugeneyan]

Sounds good! Contributions welcome

[evancolvin]

Here's two of the better cited papers in this area, and one book:

• Practical Secure Aggregation for Privacy-Preserving Machine Learning by Bonawitz, et al, 2017
• Deep Learning with Differential Privacy by Abadi, et al, 2016
• The Algorithmic Foundations of Differential Privacy by Dwork and Roth, 2014

[evancolvin]

Forgot, this is a good survey of differential privacy and machine learning Differential Privacy and Machine Learning: a Survey and Review by Ji, Lipton, and Elkan, 2014