ActiveGuard: An active intellectual property protection technique for deep neural networks by leveraging adversarial examples as users' fingerprints
Abstract The intellectual properties (IP) protection of deep neural networks (DNN) models has raised many concerns in recent years. To date, most of the existing works use DNN watermarking to protect the IP of DNN models. However, the DNN watermarking methods can only passively verify the copyright...
Main Authors: | , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Hindawi-IET
2023-07-01
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Series: | IET Computers & Digital Techniques |
Subjects: | |
Online Access: | https://doi.org/10.1049/cdt2.12056 |