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)