Classification of steganalysis techniques: A study

A Nissar, AH Mir - Digital Signal Processing, 2010 - Elsevier
Steganography is the art of secret communication and steganalysis is the art of detecting the
hidden messages embedded in digital media using steganography. Both steganography …

Temporal derivative-based spectrum and mel-cepstrum audio steganalysis

Q Liu, AH Sung, M Qiao - IEEE Transactions on Information …, 2009 - ieeexplore.ieee.org
To improve a recently developed mel-cepstrum audio steganalysis method, we present in
this paper a method based on Fourier spectrum statistics and mel-cepstrum coefficients …

Feature mining and pattern classification for steganalysis of LSB matching steganography in grayscale images

Q Liu, AH Sung, Z Chen, J Xu - Pattern Recognition, 2008 - Elsevier
In this paper, we present a scheme based on feature mining and pattern classification to
detect LSB matching steganography in grayscale images, which is a very challenging …

Improved approaches with calibrated neighboring joint density to steganalysis and seam-carved forgery detection in JPEG images

Q Liu, Z Chen - ACM Transactions on Intelligent Systems and …, 2014 - dl.acm.org
Steganalysis and forgery detection in image forensics are generally investigated separately.
We have designed a method targeting the detection of both steganography and seam …

A steganalysis classification algorithm based on distinctive texture features

BT Hammad, IT Ahmed, N Jamil - Symmetry, 2022 - mdpi.com
Steganography is the technique for secretly hiding messages in media such as text, audio,
image, and video without being discovered. Image is one of the most essential media for …

Image complexity and feature mining for steganalysis of least significant bit matching steganography

Q Liu, AH Sung, B Ribeiro, M Wei, Z Chen, J Xu - Information Sciences, 2008 - Elsevier
The information-hiding ratio is a well-known metric for evaluating steganalysis performance.
In this paper, we introduce a new metric of image complexity to enhance the evaluation of …

Detection of double MP3 compression

Q Liu, AH Sung, M Qiao - Cognitive Computation, 2010 - Springer
Abstract MPEG-1 Audio Layer 3, more commonly referred to as MP3, is a popular audio
format for consumer audio storage and a de facto standard of digital audio compression for …

Near-optimal solution to pair-wise LSB matching via an immune programming strategy

H Xu, J Wang, HJ Kim - Information Sciences, 2010 - Elsevier
In this paper, a novel steganographic method is proposed employing an immune
programming strategy to find a near-optimal solution for the pair-wise least-significant-bit …

An improved approach to steganalysis of JPEG images

Q Liu, AH Sung, M Qiao, Z Chen, B Ribeiro - Information Sciences, 2010 - Elsevier
Steganography secretly embeds additional information in digital products, the potential for
covert dissemination of malicious software, mobile code, or information is great. To combat …

[PDF][PDF] Review of various steganalysis techniques

M Kaur, G Kaur - International journal of computer science and …, 2014 - Citeseer
Steganography and steganalysis received a great deal of attention from media and law
enforcement. Many powerful and robust methods of steganography and steganalysis have …