A Novel Steganalysis Method Based on Histogram Analysis

作者: Bismita Choudhury , Rig Das , Arup Baruah

DOI: 10.1007/978-3-319-07674-4_73

关键词: Set (abstract data type)SteganographyMessage lengthCover (telecommunications)HistogramArtificial intelligenceBalanced histogram thresholdingSteganalysisPattern recognitionImage (mathematics)Computer science

摘要: Steganalysis is the art of detecting hidden messages embedded inside Steganographic Images. involves detection steganography, estimation message length and its extraction. Recently receives great deal attention from researchers due to evolution new, advanced much secured steganographic methods for communicating secret information. This paper presents a universal steganalysis method blocking recent techniques in spatial domain. The novel analyses histograms both cover suspicious image based on histogram difference it gives decision being stego or normal image. extracts special pattern . By finding that specific detects presence message. proposed has been experimented set images where different are used successfully all those images.

参考文章(15)
Rig Das, Themrichon Tuithung, A novel steganography method for image based on Huffman Encoding 2012 3rd National Conference on Emerging Trends and Applications in Computer Science. pp. 14- 18 ,(2012) , 10.1109/NCETACS.2012.6203290
Jessica Fridrich, Miroslav Goljan, Practical steganalysis of digital images: state of the art electronic imaging. ,vol. 4675, pp. 1- 13 ,(2002) , 10.1117/12.465263
Abbas Cheddad, Joan Condell, Kevin Curran, Paul Mc Kevitt, Review: Digital image steganography: Survey and analysis of current methods Signal Processing. ,vol. 90, pp. 727- 752 ,(2010) , 10.1016/J.SIGPRO.2009.08.010
Tomáš Pevný, Patrick Bas, Jessica Fridrich, Steganalysis by subtractive pixel adjacency matrix Proceedings of the 11th ACM workshop on Multimedia and security - MM&Sec '09. pp. 75- 84 ,(2009) , 10.1145/1597817.1597831
Jessica Fridrich, Miroslav Goljan, Rui Du, Reliable detection of LSB steganography in color and grayscale images acm workshop on multimedia and security. pp. 27- 30 ,(2001) , 10.1145/1232454.1232466
Der-Chyuan Lou, Chao-Lung Chou, Hao-Kuan Tso, Chung-Cheng Chiu, Active steganalysis for histogram-shifting based reversible data hiding Optics Communications. ,vol. 285, pp. 2510- 2518 ,(2012) , 10.1016/J.OPTCOM.2012.01.021
Tomáš Pevny, Patrick Bas, Jessica Fridrich, Steganalysis by Subtractive Pixel Adjacency Matrix IEEE Transactions on Information Forensics and Security. ,vol. 5, pp. 215- 224 ,(2010) , 10.1109/TIFS.2010.2045842
Vojtěch Holub, Jessica Fridrich, Digital image steganography using universal distortion Proceedings of the first ACM workshop on Information hiding and multimedia security - IH&MMSec '13. pp. 59- 68 ,(2013) , 10.1145/2482513.2482514
Jeong-Chun Joo, Kyung-Su Kim, Heung-Kyu Lee, Hae-Yeoun Lee, None, Histogram estimation-scheme-based steganalysis defeating the steganography using pixel-value differencing and modulus function Optical Engineering. ,vol. 49, pp. 077001- ,(2010) , 10.1117/1.3463021
Sushil Jajodia, Neil F. Johnson, Exploring steganography: Seeing the unseen IEEE Computer. ,vol. 31, pp. 26- 34 ,(1998) , 10.1109/MC.1998.10029