model extraction相关论文汇总(部分)

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)

http://example.com/2022/10/26/research-model-extraction/

作者

Aemilia Xu

发布于

2022-10-26

更新于

2022-11-29

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