Digital image steganography: A literature survey
Steganography is the art of concealing information in a cover media in such a way that the
presence of the information is unknown. Digital image steganography accomplishes the …
presence of the information is unknown. Digital image steganography accomplishes the …
Digital image steganography survey and investigation (goal, assessment, method, development, and dataset)
Digital steganography has a long history, starting to be developed in the 90s until now. The
main aspects of early steganography are security, imperceptibility, and payload. Security is …
main aspects of early steganography are security, imperceptibility, and payload. Security is …
Deep residual network for steganalysis of digital images
M Boroumand, M Chen, J Fridrich - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Steganography detectors built as deep convolutional neural networks have firmly
established themselves as superior to the previous detection paradigm-classifiers based on …
established themselves as superior to the previous detection paradigm-classifiers based on …
Image steganography in spatial domain: A survey
This paper presents a literature review of image steganography techniques in the spatial
domain for last 5 years. The research community has already done lots of noteworthy …
domain for last 5 years. The research community has already done lots of noteworthy …
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 …
application of image steganography. However, some defects still exist in previous studies on …
Adaptive payload distribution in multiple images steganography based on image texture features
With the coming era of cloud technology, cloud storage is an emerging technology to store
massive digital images, which provides steganography a new fashion to embed secret …
massive digital images, which provides steganography a new fashion to embed secret …
A Siamese CNN for image steganalysis
W You, H Zhang, X Zhao - IEEE Transactions on Information …, 2020 - ieeexplore.ieee.org
Image steganalysis is a technique for detecting data hidden in images. Recent research has
shown the powerful capabilities of using convolutional neural networks (CNN) for image …
shown the powerful capabilities of using convolutional neural networks (CNN) for image …
Depth-wise separable convolutions and multi-level pooling for an efficient spatial CNN-based steganalysis
For steganalysis, many studies showed that convolutional neural network (CNN) has better
performances than the two-part structure of traditional machine learning methods. Existing …
performances than the two-part structure of traditional machine learning methods. Existing …
Udh: Universal deep hiding for steganography, watermarking, and light field messaging
Neural networks have been shown effective in deep steganography for hiding a full image in
another. However, the reason for its success remains not fully clear. Under the existing cover …
another. However, the reason for its success remains not fully clear. Under the existing cover …
Structural design of convolutional neural networks for steganalysis
Recent studies have indicated that the architectures of convolutional neural networks
(CNNs) tailored for computer vision may not be best suited to image steganalysis. In this …
(CNNs) tailored for computer vision may not be best suited to image steganalysis. In this …