Ownership verification of DNN architectures via hardware cache side channels

Ownership verification of DNN architectures via hardware cache side channels

Deep Neural Networks (DNN) are gaining higher commercial values in computer vision applications, e.g., image classification, video analytics, etc. This calls for urgent demands of the intellectual property (IP) protection of DNN models. In this paper, we present a novel watermarking scheme to achiev...

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Bibliographic Details
Main Authors: Lou, Xiaoxuan, Guo, Shangwei, Li, Jiwei, Zhang, Tianwei
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2022
Subjects:
Engineering::Computer science and engineering
Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Deep Neural Network
Watermarking
Cache Side Channel
Online Access:https://hdl.handle.net/10356/159773

Internet

https://hdl.handle.net/10356/159773

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