model extraction相关论文汇总(部分)
收集了model extraction领域内,被引次数较高的一些论文
论文 | 发表期刊&时间 | 被引 | 连接 | 阅读情况 |
---|---|---|---|---|
Stealing machine learning models via prediction {APIs} | USENIX 2016 | 1340 | https://www.usenix.org/conference/usenixsecurity16/technical-sessions/presentation/tramer | |
Stealing hyperparameters in machine learning | IEEE 2018 | 405 | https://ui.adsabs.harvard.edu/abs/2018arXiv180205351W/abstract | |
Towards reverse-engineering black-box neural networks | 279 | https://arxiv.org/abs/1711.01768 | ||
Stealing functionality of black-box models | CVPR 2019 | 268 | https://openaccess.thecvf.com/content_CVPR_2019/html/Orekondy_Knockoff_Nets_Stealing_Functionality_of_Black-Box_Models_CVPR_2019_paper.html | |
PRADA: protecting against DNN model stealing attacks | IEEE 2019 | 255 | https://arxiv.org/abs/1805.02628 | |
High accuracy and high fidelity extraction of neural networks, | USENIX 2020 | 169 | https://www.usenix.org/conference/usenixsecurity20/presentation/jagielski | |
Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures | USENIX 2020 | 159 | https://www.usenix.org/conference/usenixsecurity20/presentation/yan | |
CSI NN: Reverse Engineering of Neural Network Architectures Through Electromagnetic Side Channel | USENIX 2019 | 142 | https://www.usenix.org/conference/usenixsecurity19/presentation/batina |
model extraction相关论文汇总(部分)