Add property inference paper

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Suha Sabi Hussain
2021-01-01 01:05:33 -05:00
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@@ -113,6 +113,7 @@ Reconstruction attacks cover also attacks known as *model inversion* and *attrib
- [**Property inference attacks on fully connected neural networks using permutation invariant representations**](https://dl.acm.org/doi/pdf/10.1145/3243734.3243834) (Ganju et al., 2018)
- [**Exploiting unintended feature leakage in collaborative learning**](https://ieeexplore.ieee.org/iel7/8826229/8835208/08835269.pdf) (Melis et al., 2019) ([code](https://github.com/csong27/property-inference-collaborative-ml))
- [**Overlearning Reveals Sensitive Attributes**](https://openreview.net/pdf?id=SJeNz04tDS) (Song C. et al., 2020) ([code](https://drive.google.com/file/d/1hu0PhN3pWXe6LobxiPFeYBm8L-vQX2zJ/view?usp=sharing))
- [**Subject Property Inference Attack in Collaborative Learning**](https://ieeexplore.ieee.org/document/9204357) (Xu and Li, 2020)
## Model extraction
- [**Stealing machine learning models via prediction apis**](https://www.usenix.org/system/files/conference/usenixsecurity16/sec16_paper_tramer.pdf) (Tramèr et al., 2016) ([code](https://github.com/ftramer/Steal-ML))