Table 5 Approximate training time in minutes for existing steganalysis CNNs and the proposed CNN system
From: A convolutional neural network to detect possible hidden data in spatial domain images
Dataset | BOSSBase1.01 | BOSSBase1.01 + BOWS 2 | ||
|---|---|---|---|---|
Payload (bpp) | 0.2 | 0.4 | 0.2 | 0.4 |
CNN | ||||
Ye-Net | 80 | 180 | 140 | 280 |
Yedroudj-Net | 100 | 220 | 350 | 400 |
Zhu-Net | 90 | 195 | 320 | 390 |
GBRAS-Net | 300 | 360 | 440 | 540 |
Proposed-Net | 190 | 221 | 349 | 398 |