WaC : first results on practical side-channel attacks on commercial machine learning accelerator

Commercial machine learning accelerators like Intel neural Compute Stick 2 (NCS2) enable efficient inference on otherwise low resource edge devices. However, these accelerators are also ex- posed to new threats leveraging physical access. In this paper, we present the first results demonstrating pra...

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书目详细资料
Main Authors:	Won, Yoo-Seung, Chatterjee, Soham, Jap, Dirmanto, Basu, Arindam, Bhasin, Shivam
其他作者:	School of Electrical and Electronic Engineering
格式:	Conference Paper
语言:	English
出版:	2021
主题:	Science::Mathematics::Discrete mathematics::Cryptography Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence Machine Learning Accelerator Intel Neural Compute Stick 2
在线阅读:	https://hdl.handle.net/10356/153409

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https://hdl.handle.net/10356/153409

WaC : first results on practical side-channel attacks on commercial machine learning accelerator

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