Hidden Markov models and steganalysis
Proceedings of the 2004 workshop on Multimedia and security
Improving LSB steganalysis using marginal and joint probabilistic distributions
Proceedings of the 2004 workshop on Multimedia and security
ISICT '04 Proceedings of the 2004 international symposium on Information and communication technologies
LSB steganalysis based on high-order statistics
MM&Sec '05 Proceedings of the 7th workshop on Multimedia and security
Data Masking: A New Approach for Steganography?
Journal of VLSI Signal Processing Systems
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
The ultimate steganalysis benchmark?
Proceedings of the 9th workshop on Multimedia & security
Lossless data hiding for color images based on block truncation coding
Pattern Recognition
A fast and effective method to detect multiple least significant bits steganography
Proceedings of the 2008 ACM symposium on Applied computing
Review: A review on blind detection for image steganography
Signal Processing
Joint coding and embedding techniques for multimedia images
Information Sciences: an International Journal
Learning classifier system ensemble and compact rule set
Connection Science - Evolutionary Learning and Optimisation
Locating steganographic payload via ws residuals
Proceedings of the 10th ACM workshop on Multimedia and security
An improvement of EMD embedding method for large payloads by pixel segmentation strategy
Image and Vision Computing
Message estimation for universal steganalysis using multi-classification support vector machine
Computer Standards & Interfaces
Generic Adoption of Spatial Steganalysis to Transformed Domain
Information Hiding
Weighted Stego-Image Steganalysis for JPEG Covers
Information Hiding
A Data Mapping Method for Steganography and Its Application to Images
Information Hiding
A Large Payload Data Embedding Technique for Color Images
Fundamenta Informaticae
IWDW '07 Proceedings of the 6th International Workshop on Digital Watermarking
Transactions on Data Privacy
LTSB steganalysis based on quartic equation
Transactions on data hiding and multimedia security II
A fusion of maximum likelihood and structural steganalysis
IH'07 Proceedings of the 9th international conference on Information hiding
Edge adaptive image steganography based on LSB matching revisited
IEEE Transactions on Information Forensics and Security
Classification of steganalysis techniques: A study
Digital Signal Processing
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
An efficient high payload ±1 data embedding scheme
Multimedia Tools and Applications
A new approach to estimating hidden message length in stochastic modulation steganography
IWDW'05 Proceedings of the 4th international conference on Digital Watermarking
Improved RS method for detection of LSB steganography
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
An improved sample pairs method for detection of LSB embedding
IH'04 Proceedings of the 6th international conference on Information Hiding
Information Sciences: an International Journal
KL-sense secure image steganography
International Journal of Security and Networks
Assessment of steganalytic methods using multiple regression models
IH'05 Proceedings of the 7th international conference on Information Hiding
Parameter-estimation and algorithm-selection based United-Judgment for image steganalysis
Multimedia Tools and Applications
A feature selection methodology for steganalysis
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
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
Steganalysis of adaptive image steganography in multiple gray code bit-planes
Multimedia Tools and Applications
Reversible Steganography for BTC-compressed Images
Fundamenta Informaticae
A Large Payload Data Embedding Technique for Color Images
Fundamenta Informaticae
A steganalysis by adjacency pixel bits structure
Computers and Electrical Engineering
An adaptive LSB matching steganography based on octonary complexity measure
Multimedia Tools and Applications
Active steganalysis for interpolation-error based reversible data hiding
Pattern Recognition Letters
A novel blind detector for additive noise steganography in JPEG decompressed images
Multimedia Tools and Applications
Genetic algorithms based data hiding scheme for digital images with LSBMR
International Journal of Information and Computer Security
| Hi-index | 35.68 |
This paper introduces a new, principled approach to detecting least significant bit (LSB) steganography in digital signals such as images and audio. It is shown that the length of hidden messages 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.