Set of transformations used in the EOT attack. Each transformation is applied with the corresponding probability during optimization.
| Transformation | Parameter | Value Range | Probability |
|---|---|---|---|
| Brightness | Brightness Delta | [10, 40] | 50% |
| Contrast | Contrast Factor | 0.3 | 50% |
| Rotation | Rotation Angle | [2°, 10°] | 100% |
| Zoom | Zoom Range | [1.05, 1.10] | 100% |
| Pixel Shift | Pixel Offset (x/y) | 5 pixels | 100% |
| Pix2Pix P&S Simulator | GAN Model | Trained on P&S pairs | 50% |
| CycleGAN P&S Simulator | GAN Model | Trained on P&S pairs | 50% |
| Transformation | Parameter | Value Range | Probability |
|---|---|---|---|
| Brightness | Brightness Delta | [ | 50% |
| Contrast | Contrast Factor | 0.3 | 50% |
| Rotation | Rotation Angle | [2°, 10°] | 100% |
| Zoom | Zoom Range | [1.05, 1.10] | 100% |
| Pixel Shift | Pixel Offset (x/y) | 5 pixels | 100% |
| Pix2Pix P&S Simulator | GAN Model | Trained on P&S pairs | 50% |
| CycleGAN P&S Simulator | GAN Model | Trained on P&S pairs | 50% |