From dfede8d43dce64c2f097280caa15d097275cc937 Mon Sep 17 00:00:00 2001 From: Suha Sabi Hussain Date: Fri, 1 Jan 2021 01:05:33 -0500 Subject: [PATCH] Add property inference paper --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c52fe80..b056ff3 100644 --- a/README.md +++ b/README.md @@ -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))