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- W3157676006 abstract "In this paper, we propose a novel DNN watermarking method that utilizes a learnable image transformation method with a secret key. The proposed method embeds a watermark pattern in a model by using learnable transformed images and allows us to remotely verify the ownership of the model. As a result, it is piracy-resistant, so the original watermark cannot be overwritten by a pirated watermark, and adding a new watermark decreases the model accuracy unlike most of the existing DNN watermarking methods. In addition, it does not require a special pre-defined training set or trigger set. We empirically evaluated the proposed method on the CIFAR-10 dataset. The results show that it was resilient against fine-tuning and pruning attacks while maintaining a high watermark-detection accuracy." @default.
- W3157676006 created "2021-05-10" @default.
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- W3157676006 date "2021-04-09" @default.
- W3157676006 modified "2023-09-27" @default.
- W3157676006 title "Piracy-Resistant DNN Watermarking by Block-Wise Image Transformation with Secret Key" @default.
- W3157676006 hasPublicationYear "2021" @default.
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