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Robust image watermarking algorithm based on generative adversarial networks and dynamic attention | Synapse
March 3, 2026
Robust image watermarking algorithm based on generative adversarial networks and dynamic attention
JY
Jiahao Yan
LT
Lihua Tian
XX
Xingzhi Xu
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Puntos clave
Improved robustness achieved through a generative adversarial network-based algorithm, enhancing image watermarking.
findings show a significant increase in watermark invisibility and resilience against attacks.
Observational analysis of existing algorithms highlights the effectiveness of dynamic attention in watermark extraction.
This method supports enhanced digital content security, though further testing in varied environments is necessary.
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Yan et al. (Thu,) studied this question.
synapsesocial.com/papers/69a75b53c6e9836116a22764
https://doi.org/https://doi.org/10.1016/j.neucom.2026.132829