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@@ -90,6 +90,7 @@ This repository contains a curated list of papers related to privacy attacks aga
- [**Membership Inference Attacks on Knowledge Graphs**](https://arxiv.org/abs/2104.08273) (Wang & Sun, 2021)
- [**When Does Data Augmentation Help With Membership Inference Attacks?**](http://proceedings.mlr.press/v139/kaya21a.html) (Kaya and Dumitras, 2021)
- [**The Influence of Training Parameters and Architectural Choices on the Vulnerability of Neural Networks to Membership Inference Attacks**](https://www.mi.fu-berlin.de/inf/groups/ag-idm/theseses/2021_oussama_bouanani_bsc_thesis.pdf) (Bouanani, 2021)
- [**Membership Inference on Word Embedding and Beyond**](https://arxiv.org/abs/2106.11384) (Mahloujifar et al., 2021)
## Reconstruction
@@ -144,6 +145,7 @@ Reconstruction attacks cover also attacks known as *model inversion* and *attrib
- [**R-GAP: Recursive Gradient Attack on Privacy**](https://arxiv.org/abs/2010.07733) (Zhu and Blaschko, 2021)
- [**Exploiting Explanations for Model Inversion Attacks**](https://arxiv.org/abs/2104.12669) (Zhao et al., 2021)
- [**SAFELearn: Secure Aggregation for private FEderated Learning**](https://encrypto.de/papers/FMMMMNRSSYZ21.pdf) (Fereidooni et al., 2021)
- [**Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?**](https://arxiv.org/abs/2104.07762) (Lehman et al., 2021)
## Property inference