Digital image and video watermarking: methodologies, attacks, applications, and future directions

P Aberna, L Agilandeeswari - Multimedia Tools and Applications, 2024 - Springer
In recent years, internet technology has grown in advance, and multimedia data-sharing
growth rates have skyrocketed. As a result, protecting multimedia data in digital networks …

Channel attention image steganography with generative adversarial networks

J Tan, X Liao, J Liu, Y Cao… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Recently, extensive research has revealed the enormous potential of deep learning in the
application of image steganography. However, some defects still exist in previous studies on …

Watermarking images in self-supervised latent spaces

P Fernandez, A Sablayrolles, T Furon… - ICASSP 2022-2022 …, 2022 - ieeexplore.ieee.org
We revisit watermarking techniques based on pre-trained deep networks, in the light of self-
supervised approaches. We present a way to embed both marks and binary messages into …

Generative steganography network

P Wei, S Li, X Zhang, G Luo, Z Qian… - Proceedings of the 30th …, 2022 - dl.acm.org
Steganography usually modifies cover media to embed secret data. A new steganographic
approach called generative steganography (GS) has emerged recently, in which stego …

Learning-based image steganography and watermarking: A survey

K Hu, M Wang, X Ma, J Chen, X Wang… - Expert Systems with …, 2024 - Elsevier
Extensive research has been conducted on image steganography and watermarking
algorithms, owing to their crucial rules in secret data transmission, copyright protection, and …

Towards blind watermarking: Combining invertible and non-invertible mechanisms

R Ma, M Guo, Y Hou, F Yang, Y Li, H Jia… - Proceedings of the 30th …, 2022 - dl.acm.org
Blind watermarking provides powerful evidence for copyright protection, image
authentication, and tampering identification. However, it remains a challenge to design a …

Data hiding with deep learning: A survey unifying digital watermarking and steganography

Z Wang, O Byrnes, H Wang, R Sun… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The advancement of secure communication and identity verification fields has significantly
increased through the use of deep learning techniques for data hiding. By embedding …

Screen-shooting resistant image watermarking based on lightweight neural network in frequency domain

F Cao, T Wang, D Guo, J Li, C Qin - Journal of Visual Communication and …, 2023 - Elsevier
Currently, digital mobile devices, especially smartphones, can be used to acquire
information conveniently through photograph taking. To protect information security in this …

ARWGAN: Attention-guided robust image watermarking model based on GAN

J Huang, T Luo, L Li, G Yang, H Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the existing deep learning-based watermarking models, extracted image features for
fusing with watermark are not abundant enough and more critically, and essential features …

Robust image steganography: hiding messages in frequency coefficients

Y Lan, F Shang, J Yang, X Kang, E Li - Proceedings of the AAAI …, 2023 - ojs.aaai.org
Steganography is a technique that hides secret messages into a public multimedia object
without raising suspicion from third parties. However, most existing works cannot provide …