A review on blind detection for image steganography

XY Luo, DS Wang, P Wang, FL Liu - Signal Processing, 2008 - Elsevier
Blind steganalysis techniques detect the existence of secret messages embedded in digital
media when the steganography embedding algorithm is unknown. This paper presents a …

Deep learning hierarchical representations for image steganalysis

J Ye, J Ni, Y Yi - IEEE Transactions on Information Forensics …, 2017 - ieeexplore.ieee.org
Nowadays, the prevailing detectors of steganographic communication in digital images
mainly consist of three steps, ie, residual computation, feature extraction, and binary …

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 …

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 …

Using high-dimensional image models to perform highly undetectable steganography

T Pevný, T Filler, P Bas - … Hiding: 12th International Conference, IH 2010 …, 2010 - Springer
This paper presents a complete methodology for designing practical and highly-
undetectable stegosystems for real digital media. The main design principle is to minimize a …

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 …

[책][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 …

Image steganography approaches and their detection strategies: A survey

MH Kombrink, ZJMH Geradts, M Worring - ACM Computing Surveys, 2024 - dl.acm.org
Steganography is the art and science of hidden (or covered) communication. In digital
steganography, the bits of image, video, audio and text files are tweaked to represent the …

Steganalysis of LSB matching using differences between nonadjacent pixels

Z **a, X Wang, X Sun, Q Liu, N **ong - Multimedia Tools and Applications, 2016 - Springer
This paper models the messages embedded by spatial least significant bit (LSB) matching
as independent noises to the cover image, and reveals that the histogram of the differences …

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 …