TY - GEN
T1 - Image-Adaptive steganalysis for LSB Matching steganography
AU - Juarez-Sandoval, Oswaldo
AU - Cedillo-Hernandez, Manuel
AU - Nakano-Miyatake, Mariko
AU - Perez-Meana, Hector
AU - Toscano-Medina, Karina
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/11/28
Y1 - 2016/11/28
N2 - This paper proposes an image-Adaptive steganalysis algorithm for LSB-Matching steganography. In the proposed method, the content features of the input image are analyzed in order to obtain a classification composed by plain and non-plain regions. In this context, only the plain regions of the input image are considered to determine if the image contains or not hidden information. The experimental results show that the proposed steganalysis algorithm outperforms the conventional LSB-Matching steganalysis algorithms in terms of detection performance and the same time minimizes the inter-database error. The results are shown through the ROC curves that illustrate a better performance of the proposed algorithm.
AB - This paper proposes an image-Adaptive steganalysis algorithm for LSB-Matching steganography. In the proposed method, the content features of the input image are analyzed in order to obtain a classification composed by plain and non-plain regions. In this context, only the plain regions of the input image are considered to determine if the image contains or not hidden information. The experimental results show that the proposed steganalysis algorithm outperforms the conventional LSB-Matching steganalysis algorithms in terms of detection performance and the same time minimizes the inter-database error. The results are shown through the ROC curves that illustrate a better performance of the proposed algorithm.
KW - Difference vector
KW - Histogram characteristic function center of mass
KW - Image-Adaptive steganalysis
KW - LSB-matching steganography
KW - Steganalysis
UR - http://www.scopus.com/inward/record.url?scp=85006783266&partnerID=8YFLogxK
U2 - 10.1109/TSP.2016.7760925
DO - 10.1109/TSP.2016.7760925
M3 - Contribución a la conferencia
AN - SCOPUS:85006783266
T3 - 2016 39th International Conference on Telecommunications and Signal Processing, TSP 2016
SP - 478
EP - 483
BT - 2016 39th International Conference on Telecommunications and Signal Processing, TSP 2016
A2 - Herencsar, Norbert
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 39th International Conference on Telecommunications and Signal Processing, TSP 2016
Y2 - 27 June 2016 through 29 June 2016
ER -