A fast and effective steganalytic technique against JSteg-like algorithms
Proceedings of the 2003 ACM symposium on Applied computing
A DCT-based Mod4 steganographic method
Signal Processing
Image steganalysis with binary similarity measures
EURASIP Journal on Applied Signal Processing
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
Review: A review on blind detection for image steganography
Signal Processing
ISC '08 Proceedings of the 11th international conference on Information Security
Study of Image Splicing Detection
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
A Data Mapping Method for Steganography and Its Application to Images
Information Hiding
Document Forgery Detection with SVM Classifier and Image Quality Measures
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Steganalysis of JPEG Images with Joint Transform Features
PSIVT '09 Proceedings of the 3rd Pacific Rim Symposium on Advances in Image and Video Technology
Extracting hidden image using histogram, DFT and SVM
Proceedings of the 2nd Bangalore Annual Compute Conference
Transactions on Data Privacy
A New Hybrid DCT and Contourlet Transform Based JPEG Image Steganalysis Technique
SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis
A Survey of Passive Image Tampering Detection
IWDW '09 Proceedings of the 8th International Workshop on Digital Watermarking
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
e-Forensics steganography system for secret information retrieval
Advanced Engineering Informatics
Intrinsic sensor noise features for forensic analysis on scanners and scanned images
IEEE Transactions on Information Forensics and Security
Steganalysis of LSB based image steganography using spatial and frequency domain features
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Accurate detection of demosaicing regularity for digital image forensics
IEEE Transactions on Information Forensics and Security - Special issue on electronic voting
Analysis and reduction of embedding error for a semi-reversible image authentication watermark
Telehealth/AT '08 Proceedings of the IASTED International Conference on Telehealth/Assistive Technologies
Steganalysis on echo hiding based on combinatorial high order statistics
Proceedings of the First International Conference on Internet Multimedia Computing and Service
An improved approach to steganalysis of JPEG images
Information Sciences: an International Journal
LTSB steganalysis based on quartic equation
Transactions on data hiding and multimedia security II
Information Sciences: an International Journal
A hybrid model for digital camera source identification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Metrics for evaluating video streaming quality in lossy IEEE 802.11 wireless networks
INFOCOM'10 Proceedings of the 29th conference on Information communications
Towards genetic feature selection in image steganalysis
CCNC'10 Proceedings of the 7th IEEE conference on Consumer communications and networking conference
Expert Systems with Applications: An International Journal
Simple algorithmic modifications for improving blind steganalysis performance
Proceedings of the 12th ACM workshop on Multimedia and security
Steganalysis of LSB matching based on statistical modeling of pixel difference distributions
Information Sciences: an International Journal
Passive steganalysis based on higher order image statistics of curvelet transform
International Journal of Automation and Computing
Neighboring joint density-based JPEG steganalysis
ACM Transactions on Intelligent Systems and Technology (TIST)
The influence of the image basis on modeling and steganalysis performance
IH'10 Proceedings of the 12th international conference on Information hiding
Genetic substitution-based audio steganography for high capacity applications
International Journal of Internet Technology and Secured Transactions
Vision of the unseen: Current trends and challenges in digital image and video forensics
ACM Computing Surveys (CSUR)
Multimedia Tools and Applications
Secret message location steganalysis based on local coherences of hue
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II
A new steganalytic algorithm for detecting jsteg
ICCNMC'05 Proceedings of the Third international conference on Networking and Mobile Computing
KL-sense secure image steganography
International Journal of Security and Networks
Computer Standards & Interfaces
Robust and secured image-adaptive data hiding
Digital Signal Processing
Color local complexity estimation based steganographic (CLCES) method
Expert Systems with Applications: An International Journal
Steganographic algorithm based on parametric discrete cosine transform
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Information Sciences: an International Journal
An Application Based on Steganography
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Optimizing acoustic features for source cell-phone recognition using speech signals
Proceedings of the first ACM workshop on Information hiding and multimedia security
Visual steganalysis of LSB-encoded audio data based on frequency domain characteristics
Proceedings of the 6th International Conference on Security of Information and Networks
Evaluation of Region-of-Interest coders using perceptual image quality assessments
Journal of Visual Communication and Image Representation
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We present techniques for steganalysis of images that have been potentially subjected to steganographic algorithms, both within the passive warden and active warden frameworks. Our hypothesis is that steganographic schemes leave statistical evidence that can be exploited for detection with the aid of image quality features and multivariate regression analysis. To this effect image quality metrics have been identified based on the analysis of variance (ANOVA) technique as feature sets to distinguish between cover-images and stego-images. The classifier between cover and stego-images is built using multivariate regression on the selected quality metrics and is trained based on an estimate of the original image. Simulation results with the chosen feature set and well-known watermarking and steganographic techniques indicate that our approach is able with reasonable accuracy to distinguish between cover and stego images.