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Adam and the Ants: On the Influence of the Optimization Algorithm on the Detectability of DNN Watermarks

As training Deep Neural Networks (DNNs) becomes more expensive, the interest in protecting the ownership of the models with watermarking techniques increases. Uchida et al. proposed a digital watermarking algorithm that embeds the secret message into the model coefficients. However, despite its appe...

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Detalles Bibliográficos
Autores principales: Cortiñas-Lorenzo, Betty, Pérez-González, Fernando
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7762180/
https://www.ncbi.nlm.nih.gov/pubmed/33279925
http://dx.doi.org/10.3390/e22121379