Digital Image Steganalysis Schemes for Breaking Steganography

Steganography is the art and science of secret communication, aiming to conceal the existence of a communication. Steganography in the modern day sense of the word usually refers to information or a file that has been concealed inside a digital Image, Audio/Video file. Information Security is becoming an inseparable part of Data Communication through Internet. In order to address this Information Security, Steganography plays an important role. In contrast to steganography, steganalysis is focused on detecting, tracking, extracting, and modifying secret messages transmitted through a covert channel. The digital media steganalysis is divided into three domains, which are image steganalysis, audio steganalysis, and video steganalysis. In this paper we are discussing about the digital image steganalysis technique for breaking steganography algorithm.

[1]  Rafael C. González,et al.  Digital image processing using MATLAB , 2006 .

[2]  Niels Provos,et al.  Hide and Seek: An Introduction to Steganography , 2003, IEEE Secur. Priv..

[3]  Niels Provos,et al.  Statistical steganalysis , 2003 .

[4]  J. Fridrich,et al.  Attacking the OutGuess , 2002 .

[5]  Andrew D. Ker.  Improved Detection of LSB Steganography in Grayscale Images , 2004, Information Hiding.

[6]  Xiaomei Quan,et al.  Steganalysis for JPEG Images Based on Statistical Features of Stego and Cover Images , 2007, ICIC.

[7]  Nasir D. Memon,et al.  Steganalysis based on image quality metrics , 2001, 2001 IEEE Fourth Workshop on Multimedia Signal Processing (Cat. No.01TH8564).

[8]  Sorina Dumitrescu,et al.  Detection of LSB steganography via sample pair analysis , 2002, IEEE Trans. Signal Process..

[9]  Nasir D. Memon,et al.  Steganalysis of watermarking techniques using image quality metrics , 2001, IS&T/SPIE Electronic Imaging.

[10]  Jessica J. Fridrich,et al.  Steganalysis of JPEG Images: Breaking the F5 Algorithm , 2002, Information Hiding.

[11]  Yixian Yang,et al.  Analysis of Current Steganography Tools: Classifications & Features , 2006, 2006 International Conference on Intelligent Information Hiding and Multimedia.

[12]  Jessica J. Fridrich,et al.  Feature-Based Steganalysis for JPEG Images and Its Implications for Future Design of Steganographic Schemes , 2004, Information Hiding.

[13]  Sangjin Lee,et al.  Category Attack for LSB Steganalysis of JPEG Images , 2006, IWDW.

[14]  Niels Provos,et al.  Defending Against Statistical Steganalysis , 2001, USENIX Security Symposium.

[15]  Sushil Jajodia,et al.  Exploring steganography: Seeing the unseen , 1998, Computer.

[16]  S. Katzenbeisser,et al.  A survey of steganographic techniques , .

[17]  Niels Provos,et al.  Detecting Steganographic Content on the Internet , 2002, NDSS.

[18]  Hany Farid,et al.  Detecting hidden messages using higher-order statistical models , 2002, Proceedings. International Conference on Image Processing.

[19]  Yun Q. Shi,et al.  JPEG Steganalysis Using Empirical Transition Matrix in Block DCT Domain , 2006, 2006 IEEE Workshop on Multimedia Signal Processing.