From dcb175b10a8a4a9f845d46ba42141e569c7d785a Mon Sep 17 00:00:00 2001 From: Suha Sabi Hussain Date: Thu, 16 Jul 2020 17:40:49 -0400 Subject: [PATCH] Add 2 new membership inference papers --- README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 91adcb4..3443eee 100644 --- a/README.md +++ b/README.md @@ -26,7 +26,9 @@ This repository contains a curated list of papers related to privacy attacks aga - [**Gan-leaks: A taxonomy of membership inference attacks against gans**](https://arxiv.org/pdf/1909.03935.pdf) (Chen,et al., 2019)) - [**Auditing Data Provenance in Text-Generation Models**](https://dl.acm.org/doi/pdf/10.1145/3292500.3330885) (Song and Shmatikov, 2019) - [**Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System?**](https://www.mitpressjournals.org/doi/full/10.1162/tacl_a_00299) (Hisamoto et al., 2020) -- [**Revisiting Membership InferenceUnder Realistic Assumptions**](https://arxiv.org/pdf/2005.10881.pdf) (Jayaraman et al., 2020) +- [**Revisiting Membership Inference Under Realistic Assumptions**](https://arxiv.org/pdf/2005.10881.pdf) (Jayaraman et al., 2020) +- [**When Machine Unlearning Jeopardizes Privacy**](https://arxiv.org/pdf/2005.02205.pdf) (Chen et al., 2020) +- [**Modelling and Quantifying Membership Information Leakage in Machine Learning **](https://arxiv.org/pdf/2001.10648.pdf) (Farokhi and Kaafar, 2020) ## Reconstruction Reconstruction attacks cover also attacks known as *model inversion* and *attribute inference*.