Reliable detection of LSB steganography in color and grayscale images
MM&Sec '01 Proceedings of the 2001 workshop on Multimedia and security: new challenges
Searching and detecting spatial LSB steganographic images on the internet
PDCN'06 Proceedings of the 24th IASTED international conference on Parallel and distributed computing and networks
Least significant bit steganography detection with machine learning techniques
Proceedings of the 2007 international workshop on Domain driven data mining
Image complexity and feature mining for steganalysis of least significant bit matching steganography
Information Sciences: an International Journal
On completeness of feature spaces in blind steganalysis
Proceedings of the 10th ACM workshop on Multimedia and security
A New Approach for Reducing Embedding Noise in Multiple Bit Plane Steganography
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
ISC '08 Proceedings of the 11th international conference on Information Security
Generic Adoption of Spatial Steganalysis to Transformed Domain
Information Hiding
Steganalysis of Multi Bit Plane Image Steganography
IWDW '07 Proceedings of the 6th International Workshop on Digital Watermarking
Digital Watermarking and Steganography
Digital Watermarking and Steganography
Multi-class Blind Steganalysis Based on Image Run-Length Analysis
IWDW '09 Proceedings of the 8th International Workshop on Digital Watermarking
Batch steganography and pooled steganalysis
IH'06 Proceedings of the 8th international conference on Information hiding
Generalised category attack: improving histogram-based attack on JPEG LSB embedding
IH'07 Proceedings of the 9th international conference on Information hiding
An anti-statistical analysis LSB steganography incorporating extended cat-mapping
APPT'07 Proceedings of the 7th international conference on Advanced parallel processing technologies
Data hiding in images based on tolerable error range
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Steganalysis of LSB matching based on statistical modeling of pixel difference distributions
Information Sciences: an International Journal
Quantitative structural steganalysis of Jsteg
IEEE Transactions on Information Forensics and Security
A chosen plaintext steganalysis of Hide4PGP v 2.0
PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence
On the existence of perfect stegosystems
IWDW'05 Proceedings of the 4th international conference on Digital Watermarking
Towards multi-class blind steganalyzer for JPEG images
IWDW'05 Proceedings of the 4th international conference on Digital Watermarking
Color cube analysis for detection of LSB steganography in RGB color images
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
Improved detection of LSB steganography in grayscale images
IH'04 Proceedings of the 6th international conference on Information Hiding
A general framework for structural steganalysis of LSB replacement
IH'05 Proceedings of the 7th international conference on Information Hiding
New steganalysis methodology: LR cube analysis for the detection of LSB steganography
IH'05 Proceedings of the 7th international conference on Information Hiding
Equivalence analysis among DIH, SPA, and RS steganalysis methods
CMS'06 Proceedings of the 10th IFIP TC-6 TC-11 international conference on Communications and Multimedia Security
Multi bit plane image steganography
IWDW'06 Proceedings of the 5th international conference on Digital Watermarking
An Authentication Technique for Image/Legal Document (ATILD)
Journal of Signal Processing Systems
Secure transmission of authenticated messages using new encoding scheme and Steganography
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Steganalysis of LSB replacement using parity-aware features
IH'12 Proceedings of the 14th international conference on Information Hiding
Embedding change rate estimation based on ensemble learning
Proceedings of the first ACM workshop on Information hiding and multimedia security
Pixel rearrangement based statistical restoration scheme reducing embedding noise
Multimedia Tools and Applications
| Hi-index | 0.00 |
This paper introduces a new, principled approach to detecting LSB steganography in digital signals such as images and audio. It is shown that the length of hidden message embedded in the least significant bits of signal samples can be estimated with relatively high precision. The new steganalytic approach is based on some statistical measures of sample pairs that are highly sensitive to LSB embedding operations. The resulting detection algorithm is simple and fast. To evaluate the robustness of the proposed steganalytic approach, bounds on estimation errors are developed. Furthermore, the vulnerability of the new approach to possible attacks is also assessed, and counter measures are suggested.