Digital image steganography survey and investigation (goal, assessment, method, development, and dataset)

S Rustad, PN Andono, GF Shidik - Signal processing, 2023 - Elsevier
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 …

Digital image steganography: Survey and analysis of current methods

A Cheddad, J Condell, K Curran, P Mc Kevitt - Signal processing, 2010 - Elsevier
Steganography is the science that involves communicating secret data in an appropriate
multimedia carrier, eg, image, audio, and video files. It comes under the assumption that if …

Depth-wise separable convolutions and multi-level pooling for an efficient spatial CNN-based steganalysis

R Zhang, F Zhu, J Liu, G Liu - IEEE Transactions on Information …, 2019 - ieeexplore.ieee.org
For steganalysis, many studies showed that convolutional neural network (CNN) has better
performances than the two-part structure of traditional machine learning methods. Existing …

A novel image steganography method via deep convolutional generative adversarial networks

D Hu, L Wang, W Jiang, S Zheng, B Li - IEEE access, 2018 - ieeexplore.ieee.org
The security of image steganography is an important basis for evaluating steganography
algorithms. Steganography has recently made great progress in the long-term confrontation …

Low-complexity features for JPEG steganalysis using undecimated DCT

V Holub, J Fridrich - IEEE Transactions on Information forensics …, 2014 - ieeexplore.ieee.org
This paper introduces a novel feature set for steganalysis of JPEG images. The features are
engineered as first-order statistics of quantized noise residuals obtained from the …

Ensemble classifiers for steganalysis of digital media

J Kodovsky, J Fridrich, V Holub - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Today, the most accurate steganalysis methods for digital media are built as supervised
classifiers on feature vectors extracted from the media. The tool of choice for the machine …

Steganalysis by subtractive pixel adjacency matrix

T Pevný, P Bas, J Fridrich - Proceedings of the 11th ACM workshop on …, 2009 - dl.acm.org
This paper presents a novel method for detection of steganographic methods that embed in
the spatial domain by adding a low-amplitude independent stego signal, an example of …

[图书][B] Digital watermarking and steganography

I Cox, M Miller, J Bloom, J Fridrich, T Kalker - 2007 - books.google.com
Digital audio, video, images, and documents are flying through cyberspace to their
respective owners. Unfortunately, along the way, individuals may choose to intervene and …

Steganalysis of adaptive JPEG steganography using 2D Gabor filters

X Song, F Liu, C Yang, X Luo, Y Zhang - … of the 3rd ACM workshop on …, 2015 - dl.acm.org
Adaptive JPEG steganographic schemes are difficult to preserve the image texture features
in all scales and orientations when the embedding changes are constrained to the …

11 Survey of Image Steganography and Steganalysis

M Bachrach, FY Shih - Multimedia Security: Watermarking …, 2012 - api.taylorfrancis.com
The term, steganography, comes from Greek and means “covered writing”(Johnson and
Jajodia, 1998a; Petitcolas et al., 1999). The intent of steganography is to hide a message in …