Rich Models for Steganalysis of Digital Images

Keywords

Steganalysis, Computer science, Steganography, Artificial intelligence, Embedding

References

• Steganography in Digital Media: Principles, Algorithms, and ApplicationsJ. Fridrich — 2009
• Revisiting weighted stego-image steganalysisAndrew D. Ker, Rainer Böhme — 2008
• Steganalysis of spread spectrum data hiding exploiting cover memoryKenneth Sullivan, Upamanyu Madhow, Shivkumar Chandrasekaran — 2005
• New blind steganalysis and its implicationsMiroslav Goljan, Jessica Fridrich, Taras Holotyak — 2006
• Feature restoration and distortion metricsVentsislav Chonev, Andrew D. Ker — 2011
• Modern steganalysis can detect YASSJan Kodovský, Tomáš Pevný, Jessica Fridrich — 2010
• Steganalysis by Subtractive Pixel Adjacency MatrixTomáš Pevný, Patrick Bas, Jessica Fridrich — 2009
• Design of adaptive steganographic schemes for digital imagesTomáš Filler, Jessica Fridrich — 2011
• Steganalysis in high dimensions: fusing classifiers built on random subspacesJan Kodovský, Jessica Fridrich — 2011
• Detection of ±1 LSB steganography based on the amplitude of histogram local extremaGiacomo Cancelli, Gwenaël Doërr, Ingemar J. Cox — 2008
• Steganalysis of additive-noise modelable information hidingJeremiah Harmsen, William A. Pearlman — 2003
• A machine learning based scheme for double JPEG compression detectionChunhua Chen, Yun Q. Shi, Wei Su — 2008
• Steganalysis using image quality metricsİsmail Avcıbaş, Nasir Memon, Bülent Sankur — 2003
• Ensemble Classifiers for Steganalysis of Digital MediaJan Kodovský, Jessica Fridrich, Vojtěch Holub — 2012
• JPEG image steganalysis utilizing both intrablock and interblock correlationsChunhua Chen, Yun Q. Shi — 2008
• Minimizing Additive Distortion in Steganography Using Syndrome-Trellis CodesTom Filler, Jan Judas, Jessica Fridrich — 2011
• Steganalysis based on Markov Model of Thresholded Prediction-Error ImageDekun Zou, Yun Shi, Wei Su — 2006
• On dangers of overtraining steganography to incomplete cover modelJan Kodovský, Jessica Fridrich, Vojtěch Holub — 2011
• Edge Adaptive Image Steganography Based on LSB Matching RevisitedWeiqi Luo, Fangjun Huang, Jiwu Huang — 2010
• LIBSVM: A library for support vector machinesChih-Chung Chang, Chih‐Jen Lin — 2011

Cited by

• A novel framework for image forgery localizationDavide Cozzolino, Diego Gragnaniello, Luisa Verdoliva — 2013
• Insertion adaptative en stéganographie : application aux images numériques dans le domaine spatial. (Adaptive Steganography : application to digital images in spatial domain)S. Kouider — 2013
• Statistical modeling and detection for digital image forensicsThanh Hai Thai — 2014
• New data-hiding algorithm based on adaptive neural networks with modified particle swarm optimizationNameer N. El-Emam — 2015
• Steganalysis of HUGO steganography based on parameter recognition of syndrome-trellis-codesXiangyang Luo, Xiaofeng Song, Xiaolong Li — 2015
• Spatial steganalysis using redistributed residuals and diverse ensemble classifierJiang Yu, Xinpeng Zhang, Fengyong Li — 2016
• Image forgery detection based on the fusion of machine learning and block-matching methodsDavide Cozzolino, Diego Gragnaniello, Luisa Verdoliva — 2013
• Parallel modular steganography using error imagesMasoud Afrakhteh, J. W. LEE — 2015
• Esteganografía en zonas ruidosas de la imagenDaniel Lerch-Hostalot, David Megías — 2014
• Spatio-temporal rich model for motion vector steganalysisKasım Taşdemir, Fatih Kurugöllü, Sakir Sezer — 2015
• Adaptive least significant bit matching revisited with the help of error imagesMasoud Afrakhteh, J. W. LEE — 2015
• Rapid detection of stego images based on identifiable featuresWeiwei Pang, Xiangyang Luo, Jie Ren — 2016
• Local correlation pattern for image steganalysisXikai Xu, Jing Dong, Wei Wang — 2015
• A Strategy of Clustering Modification Directions in Spatial Image SteganographyBin Li, Wang Ming, Xiaolong Li — 2015
• Modeling and Extending the Ensemble Classifier for Steganalysis of Digital Images Using Hypothesis Testing TheoryRémi Cogranne, Jessica Fridrich — 2015
• Identification of Image Operations Based on Steganalytic FeaturesHaodong Li, Weiqi Luo, Xiaoqing Qiu — 2015
• Digital image steganalysis based on local textural features and double dimensionality reductionFengyong Li, Xinpeng Zhang, Hang Cheng — 2016
• A novel algorithm for colour image steganography using a new intelligent technique based on three phasesNameer N. El-Emam, Mofleh Al‐diabat — 2015
• Local image descriptors for biometric liveness detectionDiego Gragnaniello — 2015
• Color Image Stegananalysis Using Correlations between RGB ChannelsHasan Abdulrahman, Marc Chaumont, Philippe Montesinos — 2015

Related papers

• Adaptive steganographyR. Chandramouli, Grace Li, Nasir Memon — 2002
• Statistical Feature–Based Steganalysis for Pixel-Value Differencing SteganographyWenbin Lin, Tai-Hung Lai, Ko-Chin Chang — 2021
• A simple technique for estimating message lengths for additive noise steganographyMing Jiang, E.K. Wong, Nasir Memon — 2004
• Challenging the doctrines of JPEG steganographyVojtěch Holub, Jessica Fridrich — 2014
• Active steganalysis of sequential steganographyShalin P. Trivedi, R. Chandramouli — 2003
• Isotropy-based steganalysis in multiple least significant bitsXiaoyi Yu, Noboru Babaguchi, Yunhong Wang — 2008
• Steganography using Gibbs random fieldsTomáš Filler, Jessica Fridrich — 2010