Search Results for author: Xiaobei Yan

Found 1 papers, 0 papers with code

Mercury: An Automated Remote Side-channel Attack to Nvidia Deep Learning Accelerator

no code implementations2 Aug 2023 Xiaobei Yan, Xiaoxuan Lou, Guowen Xu, Han Qiu, Shangwei Guo, Chip Hong Chang, Tianwei Zhang

One big concern about the usage of the accelerators is the confidentiality of the deployed models: model inference execution on the accelerators could leak side-channel information, which enables an adversary to preciously recover the model details.

Model extraction

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