Advances, Systems and Applications
From: HVS-inspired adversarial image generation with high perceptual quality
Image Index | Targeted Attack | |||||
---|---|---|---|---|---|---|
 | BIM [21] | PGD [25] | MIFGSM [26] | DI\(^2\)FGSM [20] | JNDMGA [28] | MND [29] |
P9 | 1.98 | 2.27 | 2.14 | 2.03 | 2.13 | 2.10 |
P10 | 1.18 | 1.93 | 1.86 | 1.95 | 0.44 | 1.53 |
P11 | 1.93 | 1.82 | 1.41 | 1.55 | 0.51 | 1.27 |
P12 | 1.43 | 1.45 | 1.37 | 1.28 | 1.00 | 1.06 |
P13 | 1.42 | 1.38 | 1.14 | 1.18 | 0.56 | 1.18 |
P14 | 1.67 | 1.62 | 1.71 | 1.83 | -0.23 | 1.31 |
P15 | 1.10 | 1.28 | 1.12 | 1.05 | 0.41 | 0.76 |
P16 | 0.98 | 1.30 | 1.25 | 1.23 | 0.41 | 0.67 |
Average | 1.46 | 1.63 | 1.50 | 1.51 | 0.65 | 1.24 |