diff --git a/README.md b/README.md index 3b287aa..5e293d5 100644 --- a/README.md +++ b/README.md @@ -67,7 +67,7 @@ Reconstruction attacks cover also attacks known as *model inversion* and *attrib - [**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)) ## 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)) ([code](https://github.com/ftramer/Steal-ML)) +- [**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)) - [**Stealing hyperparameters in machine learning**](https://ieeexplore.ieee.org/iel7/8418581/8418583/08418595.pdf)(Wang B. et al., 2018) - [**Copycat CNN: Stealing Knowledge by Persuading Confession with Random Non-Labeled Data**](https://ieeexplore.ieee.org/document/8489592) (Correia-Silva et al., 2018) ([code](https://github.com/jeiks/Stealing_DL_Models)) - [**Towards reverse-engineering black-box neural networks.**](https://openreview.net/forum?id=BydjJte0-)(Oh et al., 2018) ([code](https://github.com/coallaoh/WhitenBlackBox))