Table 2 DAC, TPR, and FPR for the existing CNNs and the proposed CNN with dataset BOSSBase 1.01 combined with BOWS 2
From: A convolutional neural network to detect possible hidden data in spatial domain images
Algorithm | S-UNIWARD | WOW | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Payload (bpp) | 0.2 | 0.4 | 0.2 | 0.4 | ||||||||
CNN | DAC | TPR | FPR | DAC | TPR | FPR | DAC | TPR | FPR | DAC | TPR | FPR |
Ye-Net | – | – | – | – | – | – | 73.6 | – | – | – | – | – |
Yedroudj-Net | 65.6 | – | – | – | – | – | 75.7 | – | – | – | – | – |
Zhu-Net | 75.7 | – | – | 83.9 | – | – | 82.0 | – | – | 88.2 | – | – |
GBRAS-Net | 77.9 | – | – | 90.7 | – | – | 82.7 | 90.2 | 16.2 | 92.4 | 93.9 | 12.4 |
Proposed-Net | 83.4 | 91.0 | 18.2 | 97.3 | 96.0 | 10.2 | 92.9 | 95.4 | 12.6 | 97.2 | 97.6 | 9.6 |