From 0776ed124b4b5aa04d21db8b7cffcdf2b9e4312b Mon Sep 17 00:00:00 2001 From: Steve Chien Date: Thu, 5 Sep 2019 11:15:08 -0700 Subject: [PATCH] Add link to paper on Renyi Differential Privacy. PiperOrigin-RevId: 267412177 --- tutorials/README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/tutorials/README.md b/tutorials/README.md index d3f60d3..8214a9b 100644 --- a/tutorials/README.md +++ b/tutorials/README.md @@ -76,6 +76,9 @@ compute the privacy guarantee) are: * `noise_multiplier` : The noise_multiplier from your parameters above. * `steps` : The number of global steps taken. +A detailed writeup of the theory behind the computation of epsilon and delta +is available at https://arxiv.org/abs/1908.10530. + ## Expected Output When the `mnist_dpsgd_tutorial.py` script is run with the default parameters,