Table 4. Impact of the structural similarity lower limit ζ.
| Model info | Training costs | Visual quality | Attack performance | |||||
|---|---|---|---|---|---|---|---|---|
| TruePert | Epoch | SSIM | PSNR | MSE | ASR1 | ASR2 | FSS&FTS | |
| ɛ = 4 w.o. ζ w.o. η | 4.00 | 990 | 94.32 | 33.32 | 27.55 | 71.23 | 40.63 | 47.39&51.09 |
| ɛ = 4ζ = 0.93 w.o. η | 3.82 | 990 | 95.46 | 33.70 | 25.20 | 68.38 | 43.32 | 50.70&49.78 |
| ɛ = 4ζ = 0.97 w.o. η | 3.49 | 990 | 96.33 | 34.65 | 21.13 | 64.12 | 42.15 | 53.86&47.57 |
| ɛ = 5 w.o. ζ w.o. η | 5.01 | 990 | 91.73 | 31.32 | 43.30 | 79.22 | 30.38 | 38.73&56.09 |
| ɛ = 5ζ = 0.92 w.o. η | 4.50 | 990 | 94.50 | 32.38 | 34.92 | 75.48 | 39.33 | 45.57&53.09 |
| ɛ = 5ζ = 0.95 w.o. η | 3.97 | 990 | 95.62 | 33.52 | 27.80 | 69.53 | 38.30 | 48.41&50.23 |
| ɛ = 5w.o.ζ η = 0.15 | 4.95 | 990 | 92.72 | 31.46 | 42.16 | 75.48 | 42.25 | 47.82&53.36 |
| ɛ = 5ζ = 0.92η = 0.15 | 4.41 | 990 | 94.62 | 32.57 | 33.72 | 70.57 | 43.92 | 51.76&50.96 |
| ɛ = 5ζ = 0.95η = 0.15 | 4.31 | 2490 | 95.13 | 32.70 | 32.50 | 73.57 | 48.03 | 52.35&52.23 |