A review of image steganalysis techniques for digital forensics
K Karampidis, E Kavallieratou… - Journal of information …, 2018 - Elsevier
Steganalysis and steganography are the two different sides of the same coin.
Steganography tries to hide messages in plain sight while steganalysis tries to detect their …
Steganography tries to hide messages in plain sight while steganalysis tries to detect their …
Statistically undetectable jpeg steganography: dead ends challenges, and opportunities
The goal of this paper is to determine the steganographic capacity of JPEG images (the
largest payload that can be undetectably embedded) with respect to current best …
largest payload that can be undetectably embedded) with respect to current best …
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 …
A novel image steganography method via deep convolutional generative adversarial networks
The security of image steganography is an important basis for evaluating steganography
algorithms. Steganography has recently made great progress in the long-term confrontation …
algorithms. Steganography has recently made great progress in the long-term confrontation …
Rich models for steganalysis of digital images
J Fridrich, J Kodovsky - IEEE Transactions on information …, 2012 - ieeexplore.ieee.org
We describe a novel general strategy for building steganography detectors for digital
images. The process starts with assembling a rich model of the noise component as a union …
images. The process starts with assembling a rich model of the noise component as a union …
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 …
engineered as first-order statistics of quantized noise residuals obtained from the …
Ensemble classifiers for steganalysis of digital media
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 …
classifiers on feature vectors extracted from the media. The tool of choice for the machine …
Steganalysis by subtractive pixel adjacency matrix
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 …
the spatial domain by adding a low-amplitude independent stego signal, an example of …
[图书][B] Digital watermarking and steganography
Digital audio, video, images, and documents are flying through cyberspace to their
respective owners. Unfortunately, along the way, individuals may choose to intervene and …
respective owners. Unfortunately, along the way, individuals may choose to intervene and …
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 …
Jajodia, 1998a; Petitcolas et al., 1999). The intent of steganography is to hide a message in …