From c2878ec3aaee49d53a4c860cc5764cdfa0604a1f Mon Sep 17 00:00:00 2001 From: Suha Sabi Hussain Date: Wed, 2 Sep 2020 00:05:13 -0400 Subject: [PATCH] Link to subheading for privacy testing --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 6327ffb..2bc5488 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,7 @@ This repository contains a curated list of papers related to privacy attacks aga # Contents - [Surveys and Overviews](#surveys-and-overviews) + * [Privacy Testing Tools](#privacy-testing-tools) - [Papers and Code](#papers-and-code) * [Membership inference](#membership-inference) * [Reconstruction](#reconstruction) @@ -15,7 +16,7 @@ This repository contains a curated list of papers related to privacy attacks aga - [**An Overview of Privacy in Machine Learning**](https://arxiv.org/pdf/2005.08679) (De Cristofaro, 2020) - [**Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks**](https://arxiv.org/abs/2006.11601) (Fan et al., 2020) -# Privacy Testing Tools +## Privacy Testing Tools - [**PrivacyRaven**](https://github.com/trailofbits/PrivacyRaven) (Trail of Bits) - [**TensorFlow Privacy**](https://github.com/tensorflow/privacy/tree/master/tensorflow_privacy/privacy/membership_inference_attack) (TensorFlow) - [**Machine Learning Privacy Meter**](https://github.com/privacytrustlab/ml_privacy_meter) (NUS Data Privacy and Trustworthy Machine Learning Lab)