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A comprehensive survey on robust image watermarking
With the rapid development and popularity of the Internet, multimedia security has become a
general essential concern. Especially, as manipulation of digital images gets much easier …
general essential concern. Especially, as manipulation of digital images gets much easier …
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 …
Image steganography: A review of the recent advances
Image Steganography is the process of hiding information which can be text, image or video
inside a cover image. The secret information is hidden in a way that it not visible to the …
inside a cover image. The secret information is hidden in a way that it not visible to the …
Hidden: Hiding data with deep networks
Recent work has shown that deep neural networks are highly sensitive to tiny perturbations
of input images, giving rise to adversarial examples. Though this property is usually …
of input images, giving rise to adversarial examples. Though this property is usually …
Deep residual network for steganalysis of digital images
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 forgery detection: a survey of recent deep-learning approaches
In the last years, due to the availability and easy of use of image editing tools, a large
amount of fake and altered images have been produced and spread through the media and …
amount of fake and altered images have been produced and spread through the media and …
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 …
Channel attention image steganography with generative adversarial networks
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 …
Deep learning hierarchical representations for image steganalysis
Nowadays, the prevailing detectors of steganographic communication in digital images
mainly consist of three steps, ie, residual computation, feature extraction, and binary …
mainly consist of three steps, ie, residual computation, feature extraction, and binary …
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 …