From 881c58c954410b091254b22121f0b68280560d5e Mon Sep 17 00:00:00 2001 From: Suha Sabi Hussain Date: Sat, 25 Jul 2020 10:41:31 -0400 Subject: [PATCH] Add "Stolen Memories:..." paper --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2bb40ae..876f704 100644 --- a/README.md +++ b/README.md @@ -41,6 +41,7 @@ This repository contains a curated list of papers related to privacy attacks aga - [**Modelling and Quantifying Membership Information Leakage in Machine Learning**](https://arxiv.org/pdf/2001.10648.pdf) (Farokhi and Kaafar, 2020) - [**Systematic Evaluation of Privacy Risks of Machine Learning Models**](https://arxiv.org/abs/2003.10595) (Song and Mittal, 2020) ([code](https://github.com/inspire-group/membership-inference-evaluation)) - [**Towards the Infeasibility of Membership Inference on Deep Models**](https://arxiv.org/pdf/2005.13702.pdf) (Rezaei and Liu, 2020) ([code](https://github.com/shrezaei/MI-Attack)) +- [**Stolen Memories: Leveraging Model Memorization for Calibrated White-Box Membership Inference**](https://arxiv.org/abs/1906.11798) (Leino and Fredrikson, 2020) ## Reconstruction Reconstruction attacks cover also attacks known as *model inversion* and *attribute inference*.