Advances, Systems and Applications
From: HVS-inspired adversarial image generation with high perceptual quality
Image Index | Non-Targeted Attack | |||||
---|---|---|---|---|---|---|
 | BIM [21] | PGD [25] | MIFGSM [26] | DI\(^2\)FGSM [20] | JNDMGA [28] | MND [29] |
P12 | 1.87 | 2.20 | 1.90 | 1.97 | 1.35 | 1.54 |
P13 | 2.14 | 1.43 | 1.73 | 1.94 | 2.23 | 1.31 |
P14 | 1.31 | 1.21 | 1.51 | 1.09 | 1.13 | 0.87 |
P15 | 1.53 | 1.66 | 1.62 | 1.09 | 1.42 | 0.94 |
P16 | 1.88 | 0.98 | 1.33 | 1.06 | 0.87 | 0.76 |
P17 | 0.76 | 1.14 | 1.10 | 1.69 | 0.98 | 0.65 |
P18 | 1.13 | 1.21 | 0.74 | 1.34 | 0.99 | 1.02 |
P19 | 1.42 | 0.87 | 1.25 | 0.83 | 1.08 | 1.43 |
Average | 1.51 | 1.34 | 1.40 | 1.38 | 1.26 | 1.01 |