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Add 2 new membership inference papers

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Suha Sabi Hussain
2020-07-16 17:40:49 -04:00
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@@ -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*.