Steganalysis of images based on spatial domain and two-dimensional JPEG array

作者: Hassan Farsi , Amir Shahi

DOI: 10.1080/02533839.2014.929711

关键词:

摘要: The aim of digital image steganalysis is to detect hidden information (which can be a message or an image) in steganographic image. An ideal steganography method encrypts the such that it cannot easily detected. Currently, wide variety different techniques are being used; therefore, more advanced methods needed images coded by techniques. A typical technique consists two parts: (1) feature extraction and (2) classification. In this paper, new based on Markov chain process proposed. proposed technique, after features, non-linear classifier named support vector machine applied classify clean encrypted images. Analysis variance used reduce dimensions features. performance compared against subtractive DCT coefficient adjacency matrix (SDAM) subtrac...

参考文章(22)
Phil Sallee, Model-Based Steganography international workshop on digital watermarking. pp. 154- 167 ,(2003) , 10.1007/978-3-540-24624-4_12
Gary C. Kessler, Chet Hosmer, An Overview of Steganography Advances in Computers. ,vol. 83, pp. 51- 107 ,(2011) , 10.1016/B978-0-12-385510-7.00002-3
Kaushal Solanki, Anindya Sarkar, B. S. Manjunath, YASS: yet another steganographic scheme that resists blind steganalysis information hiding. ,vol. 4567, pp. 16- 31 ,(2007) , 10.1007/978-3-540-77370-2_2
Yun Q. Shi, Chunhua Chen, Wen Chen, A Markov process based approach to effective attacking JPEG steganography information hiding. pp. 249- 264 ,(2006) , 10.1007/978-3-540-74124-4_17
Kenneth Sullivan, Upamanyu Madhow, Shivkumar Chandrasekaran, Bangalore S. Manjunath, Steganalysis of spread spectrum data hiding exploiting cover memory conference on security steganography and watermarking of multimedia contents. ,vol. 5681, pp. 38- 46 ,(2005) , 10.1117/12.588121
Carolyn Ottow, Natural Resources Conservation Service Web Site Journal of Government Information. ,vol. 27, pp. 98- 99 ,(2000) , 10.1016/S1352-0237(99)00139-2
Mengyu Qiao, Andrew H. Sung, Qingzhong Liu, MP3 audio steganalysis Information Sciences. ,vol. 231, pp. 123- 134 ,(2013) , 10.1016/J.INS.2012.10.013
Yang Xiang, Wen-hua Zhang, Effective Steganalysis of YASS Based on Statistical Moments of Wavelet Characteristic Function and Markov Process international conference on computer science and electronics engineering. ,vol. 1, pp. 606- 610 ,(2012) , 10.1109/ICCSEE.2012.218
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
Chunhua Chen, Yun Q. Shi, Wen Chen, Guorong Xuan, Statistical Moments Based Universal Steganalysis using JPEG 2-D Array and 2-D Characteristic Function international conference on image processing. pp. 105- 108 ,(2006) , 10.1109/ICIP.2006.312383