Name
Title | ||
|---|---|---|
A novel steganalysis for TPVD steganographic method based on differences of pixel difference histogram |
Abstract | ||
|---|---|---|
Tri-way Pixel Value Differencing (TPVD) steganographic method is a new modified version of another well-known method called PVD, which intents to increase embedding capacity and security of its successor by hiding secret bits in both vertical and diagonal edges of a cover image, in addition to the horizontal edges used in PVD. In this paper, it is shown that the histogram of difference values of a stego image under the TPVD algorithms is vulnerable to a particular statistical analysis. So, a new steganalytic measure named Growing Anomalies is introduced that its value has a linear relationship with secret message rate. It is shown empirically and theoretically that proposed steganalysis method based on this measure can estimate the amount of secret bits with a negligible error rate. The proposed steganalyser can classify test images as stego or cover with 97% accuracy when they contain more that 10% secret data. Implementation results indicate that proposed method can estimate secret message rate with an average accuracy of 95%. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1007/s11042-010-0714-9 | Multimedia Tools Appl. |
Keywords | DocType | Volume |
Steganography,Steganalysis,PVD,TPVD,Growing Anomalies | Journal | 58 |
Issue | ISSN | Citations |
1 | 1380-7501 | 6 |
PageRank | References | Authors |
0.44 | 14 | 2 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Nazanin Zaker | 1 | 17 | 2.85 |
| Ali Hamzeh | 2 | 214 | 29.47 |