CalvinBackup/awesome-ml-privacy-attacks
1
0
Fork 0
mirror of https://github.com/stratosphereips/awesome-ml-privacy-attacks.git synced 2025-12-15 23:59:39 +01:00
Code Issues Packages Projects Releases Wiki Activity

Add more papers

Browse Source 
Add a survey paper of membership inference attacks on machine learning.
This commit is contained in:
HongshengHu
2021-03-17 16:03:03 +13:00
committed by GitHub
parent 19b11ae9bd
commit c5a664e41c
1 changed files with 1 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files
README.md
+1
View File
@@ -19,6 +19,7 @@ This repository contains a curated list of papers related to privacy attacks aga
- [**Rethinking Privacy Preserving Deep Learning: How to Evaluate and Thwart Privacy Attacks**](https://arxiv.org/abs/2006.11601) (Fan et al., 2020)
- [**Privacy and Security Issues in Deep Learning: A Survey**](https://ieeexplore.ieee.org/abstract/document/9294026) (Liu et al., 2021)
- [**ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models**](https://arxiv.org/abs/2102.02551) (Liu et al., 2021)
- [**Membership Inference Attacks on Machine Learning: A Survey**](https://arxiv.org/abs/2103.07853) (Hu et al., 2021)
# Privacy Testing Tools
- [**PrivacyRaven**](https://github.com/trailofbits/PrivacyRaven) (Trail of Bits)