From: Defeating data hiding in social networks using generative adversarial network
 | \( {T}_{\phi_{QIM}}^{80} \) | \( {T}_{\phi_{SS}}^{80} \) | \( {T}_{\phi_{ULPM}}^{80} \) | ||||||
---|---|---|---|---|---|---|---|---|---|
Error rate | PSNR | SSIM | Error rate | PSNR | SSIM | Error rate | PSNR | SSIM | |
PQIM − SS − ULPM | 43.55% | 41.61 | 0.9860 | 29.54% | 44.03 | 0.9928 | 33.54% | 43.40 | 0.9901 |
PQIM − ULPM − SS | 43.46% | 41.65 | 0.9860 | 22.67% | 44.40 | 0.9932 | 37.44% | 43.53 | 0.9902 |
PSS − QIM − ULPM | 33.64% | 41.49 | 0.9851 | 37.19% | 43.84 | 0.9924 | 37.56% | 43.40 | 0.9901 |
PSS − ULPM − QIM | 49.82% | 41.46 | 0.9851 | 26.46% | 44.22 | 0.9930 | 37.41% | 43.55 | 0.9902 |
PULPM − QIM − SS | 34.68% | 41.52 | 0.9844 | 37.26% | 43.85 | 0.9925 | 37.58% | 43.41 | 0.9901 |
PULPM − SS − QIM | 37.61% | 41.45 | 0.9842 | 31.73% | 43.61 | 0.9918 | 37.38% | 43.55 | 0.9902 |
JPEG_90 | 0.11% | 34.94 | 0.9756 | 0.00% | 34.94 | 0.9754 | 0.00% | 34.90 | 0.9748 |
JPEG_70 | 2.34% | 31.62 | 0.9523 | 0.00% | 31.62 | 0.9519 | 5.95% | 31.52 | 0.9491 |
JPEG_50 | 2.27% | 30.17 | 0.9359 | 0.00% | 30.18 | 0.9356 | 14.36% | 30.06 | 0.9308 |
JPEG_30 | 17.94% | 28.77 | 0.9136 | 0.30% | 28.74 | 0.9199 | 21.68% | 28.67 | 0.9068 |
JPEG_10 | 50.96% | 25.40 | 0.8199 | 43.36% | 25.43 | 0.8209 | 49.18% | 25.40 | 0.8168 |