Table 5. Ablation experiment of the ensemble model FRs.
| Model info | Training costs | Visual quality | Attack performance | |||||
|---|---|---|---|---|---|---|---|---|
| TruePert | Epoch | SSIM | PSNR | MSE | ASR1 | ASR2 | FSS&FTS | |
| M 1 | 4.49 | 1,490 | 95.02 | 32.37 | 34.81 | 69.47 | 68.53 | 60.71&34.06 |
| M 2 | 4.55 | 1,490 | 94.49 | 32.23 | 36.12 | 91.42 | 87.50 | 52.83&47.77 |
| M 3 | 4.56 | 1,490 | 94.40 | 32.26 | 36.10 | 91.83 | 87.90 | 53.62&48.39 |
| M 4 | 4.05 | 1,490 | 95.36 | 33.37 | 28.76 | 89.12 | 86.63 | 58.00&46.83 |
| M 4 | 4.32 | 2,490 | 95.14 | 32.70 | 32.57 | 92.28 | 89.65 | 55.63&49.25 |