RoSe-Mix: Robust and Secure Deep Neural Network Watermarking in Black-Box Settings via Image Mixup

RoSe-Mix: Robust and Secure Deep Neural Network Watermarking in Black-Box Settings via Image Mixup

Due to their considerable costs, deep neural networks (DNNs) are valuable assets that need to be protected in terms of intellectual property (IP). From this statement, DNN watermarking gains significant interest since it allows DNN owners to prove their ownership. Various methods that embed ownershi...

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Bibliographic Details
Main Authors: Tamara El Hajjar, Mohammed Lansari, Reda Bellafqira, Gouenou Coatrieux, Katarzyna Kapusta, Kassem Kallas
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Machine Learning and Knowledge Extraction
Subjects:
DNN watermarking
intellectual property
black-box setting
Online Access:https://www.mdpi.com/2504-4990/7/2/32
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