Image Reconstruction Defense on TinyImageNet (val)
66.6SSIM (Decoder MIA)Bottleneck
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BottleneckCEM=No2025.03 | 66.6 | 19.87 | 69.8 | 20.36 | |
| DistCorrCEM=No2025.03 | 59.8 | 18.38 | 62.7 | 18.66 | |
| BottleneckCEM=Yes2025.03 | 59.3 | 18.86 | 62.3 | 19.03 | |
| Noise_NopeekCEM=No2025.03 | 57.8 | 18.04 | 58.8 | 18.18 | |
| DropoutCEM=No2025.03 | 54.8 | 17.87 | 56.7 | 18.21 | |
| DistCorrCEM=Yes2025.03 | 52.7 | 17.21 | 55.3 | 17.74 | |
| Noise_NopeekCEM=Yes2025.03 | 52.7 | 17.44 | 55.1 | 17.77 | |
| ResSFLCEM=No2025.03 | 52.2 | 17.64 | 55.2 | 17.93 | |
| PATROLCEM=No2025.03 | 51.2 | 17.28 | 53.6 | 17.54 | |
| DropoutCEM=Yes2025.03 | 51.1 | 17.3 | 53.3 | 17.64 | |
| ResSFLCEM=Yes2025.03 | 49.5 | 17.12 | 52.1 | 17.61 | |
| PATROLCEM=Yes2025.03 | 48.9 | 16.79 | 52.4 | 17.23 | |
| Noise_ARLCEM=No2025.03 | 46.3 | 16.49 | 48.6 | 16.88 | |
| Noise_ARLCEM=Yes2025.03 | 42.8 | 15.67 | 44.1 | 15.96 |