Technology of hiding and protecting the secret image based on two-channel deep hiding network

F Chen, Q Xing, F Liu - IEEE Access, 2020 - ieeexplore.ieee.org
The development of new media technology brings serious security problems to the
transmission of secret remote sensing or military images. It is a new and challenging task to …

Multilevel Strong Auxiliary Network for Enhancing Feature Representation to Protect Secret Images

F Chen, Q Xing, C Fan - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
Image data play an important role in the network information, however, some images
containing sensitive or confidential information are easy to attract the attention of malicious …

High-capacity information hiding based on residual network

X Duan, B Li, Z Xie, D Yue, Y Ma - IETE Technical Review, 2021 - Taylor & Francis
To solve the problem of the low capacity of traditional information hiding and steganography,
the deep neural network is used to construct a hidden network and a decoding network to …

DUIANet: A double layer U-Net image hiding method based on improved Inception module and attention mechanism

X Duan, G Wu, C Li, Z Li, C Qin - Journal of Visual Communication and …, 2024 - Elsevier
Image hiding is the process of hiding secret image into cover image, and revealing secret
image from steganographic image. However, the quality of generated images and the ability …

Deep adaptive hiding network for image hiding using attentive frequency extraction and gradual depth extraction

L Zhang, Y Lu, J Li, F Chen, G Lu, D Zhang - Neural Computing and …, 2023 - Springer
Image hiding secures information security in multimedia communication. Existing deep
image hiding methods usually process the secret and cover information at first, and then …

A Novel High‐Capacity Information Hiding Scheme Based on Improved U‐Net

L Liu, L Meng, W Zheng, Y Peng… - Security and …, 2022 - Wiley Online Library
With the gradual introduction of deep learning into the field of information hiding, the
capacity of information hiding has been greatly improved. Therefore, a solution with a higher …

Generative high-capacity image hiding based on residual CNN in wavelet domain

X Zhu, Z Lai, Y Liang, J Xiong, J Wu - Applied Soft Computing, 2022 - Elsevier
Image hiding is the process of hiding a secret image in another meaningful image or other
carriers so that the secret image remains imperceptible and can be recovered securely at …

Smaller is bigger: Rethinking the embedding rate of deep hiding

H Li, H Liu, S Guo, M Zhou, N Wang, T Xiang… - arXiv preprint arXiv …, 2023 - arxiv.org
Deep hiding, concealing secret information using Deep Neural Networks (DNNs), can
significantly increase the embedding rate and improve the efficiency of secret sharing …

Meta Security Metric Learning for Secure Deep Image Hiding

Q Cui, W Tang, Z Zhou, R Meng… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Deep Image Hiding (DIH) aims to imperceptibly hide images within image. To improve its
security performance, some DIH methods design Security Metrics (SMs) to guide the …

AFcIHNet: Attention feature-constrained network for single image information hiding

X Jia, H Xin, L Gu, H Wang, J Sun, W Wan - Engineering Applications of …, 2023 - Elsevier
Single image information hiding aims to obtain a stegano image by hiding a secret image
within a cover image. Recently, deep neural network (DNN) based information hiding …