Detection of LSB Steganography via Sample Pair Analysis
IH '02 Revised Papers from the 5th International Workshop on Information Hiding
A new approach to reliable detection of LSB steganography in natural images
Signal Processing - Special section: Security of data hiding technologies
Reliable detection of LSB steganography in color and grayscale images
MM&Sec '01 Proceedings of the 2001 workshop on Multimedia and security: new challenges
Improved detection of LSB steganography in grayscale images
IH'04 Proceedings of the 6th international conference on Information Hiding
An improved sample pairs method for detection of LSB embedding
IH'04 Proceedings of the 6th international conference on Information Hiding
Assessment of steganalytic methods using multiple regression models
IH'05 Proceedings of the 7th international conference on Information Hiding
Minimizing the embedding impact in steganography
MM&Sec '06 Proceedings of the 8th workshop on Multimedia and security
Least significant bit steganography detection with machine learning techniques
Proceedings of the 2007 international workshop on Domain driven data mining
Statistically undetectable jpeg steganography: dead ends challenges, and opportunities
Proceedings of the 9th workshop on Multimedia & security
The ultimate steganalysis benchmark?
Proceedings of the 9th workshop on Multimedia & security
A fast and effective method to detect multiple least significant bits steganography
Proceedings of the 2008 ACM symposium on Applied computing
Locating steganographic payload via ws residuals
Proceedings of the 10th ACM workshop on Multimedia and security
The square root law of steganographic capacity
Proceedings of the 10th ACM workshop on Multimedia and security
On completeness of feature spaces in blind steganalysis
Proceedings of the 10th ACM workshop on Multimedia and security
Detecting LSB matching by applying calibration technique for difference image
Proceedings of the 10th ACM workshop on Multimedia and security
Weighted Stego-Image Steganalysis for JPEG Covers
Information Hiding
Steganalysis by subtractive pixel adjacency matrix
Proceedings of the 11th ACM workshop on Multimedia and security
Estimating the Information Theoretic Optimal Stego Noise
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
On steganographic embedding efficiency
IH'06 Proceedings of the 8th international conference on Information hiding
A fusion of maximum likelihood and structural steganalysis
IH'07 Proceedings of the 9th international conference on Information hiding
Constructing good covering codes for applications in steganography
Transactions on data hiding and multimedia security III
Edge adaptive image steganography based on LSB matching revisited
IEEE Transactions on Information Forensics and Security
Steganalysis by subtractive pixel adjacency matrix
IEEE Transactions on Information Forensics and Security
Multi-party covert communication with steganography and quantum secret sharing
Journal of Systems and Software
Quantitative steganalysis of LSB embedding in JPEG domain
Proceedings of the 12th ACM workshop on Multimedia and security
Near-optimal codes for information embedding in gray-scale signals
IEEE Transactions on Information Theory
Quantitative structural steganalysis of Jsteg
IEEE Transactions on Information Forensics and Security
KL-sense secure image steganography
International Journal of Security and Networks
An analysis of empirical PMF based tests for least significant bit image steganography
IH'05 Proceedings of the 7th international conference on Information Hiding
Steganalysis of LSB replacement using parity-aware features
IH'12 Proceedings of the 14th international conference on Information Hiding
Blacknoise: lightweight low-fi steganography in defense of free speech
Proceedings of the 4th Annual Symposium on Computing for Development
| Hi-index | 0.06 |
There are many detectors for simple Least Significant Bit (LSB) steganography in digital images, the most sensitive of which make use of structural or combinatorial properties of the LSB embedding method. We give a general framework for detection and length estimation of these hidden messages, which potentially makes use of all the combinatorial structure. The framework subsumes some previously known structural detectors and suggests novel, more powerful detection algorithms. After presenting the general framework we give a detailed study of one particular novel detector, with experimental evidence that it is more powerful than those previously known, in most cases substantially so. However there are some outstanding issues to be solved for the wider application of the general framework.