FTG: Score-based black-box watermarking by fragile trigger generation for deep model integrity verification

Deep neural networks (DNNs) are widely used in real-world applications, thanks to their exceptional performance in image recognition. However, their vulnerability to attacks, such as Trojan and data poison, can compromise the integrity and stability of DNN applications. Therefore, it is crucial to v...

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Bibliographic Details
Main Authors: Heng Yin, Zhaoxia Yin, Zhenzhe Gao, Hang Su, Xinpeng Zhang, Bin Luo
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2024-01-01
Series:Journal of Information and Intelligence
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2949715923000641
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