Image Generation on CIFAR-10 (test) (FID, Prec, Recall, A-Prec, ASR, MSE)
3.18FIDPre-trained
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Pre-trainedAttack=None2023.03 | 3.18 | 81.2 | 63.42 | — | — | — | |
| TrojDiff (blend)Attack=D2I, Configuration=Trojaned (blend)2023.03 | 4.59 | 81.16 | 61.66 | — | — | 0 | |
| Fine-tunedAttack=None2023.03 | 4.6 | 81.26 | 61.4 | — | — | — | |
| TrojDiff (avg)Attack=D2I, Configuration=Trojaned (avg)2023.03 | 4.61 | 81.65 | 61.16 | — | — | 0 | |
| TrojDiff (patch)Attack=D2I, Configuration=Trojaned (patch)2023.03 | 4.63 | 82.14 | 60.66 | — | — | 0 | |
| TrojDiff (patch)Attack=In-D2D, Configuration=Trojaned (patch)2023.03 | 4.7 | 81.48 | 60.48 | 72.7 | 79.3 | — | |
| TrojDiff (avg)Attack=In-D2D, Configuration=Trojaned (avg)2023.03 | 4.72 | 81.92 | 59.89 | 75.85 | 84.7 | — | |
| TrojDiff (blend)Attack=In-D2D, Configuration=Trojaned (blend)2023.03 | 4.74 | 82.36 | 59.3 | 79 | 90.1 | — | |
| TrojDiff (blend)Attack=Out-D2D, Configuration=Trojaned (blend)2023.03 | 4.78 | 80.64 | 59.92 | 75.5 | 99.3 | — | |
| TrojDiff (avg)Attack=Out-D2D, Configuration=Trojaned (avg)2023.03 | 4.8 | 81.06 | 60.2 | 75.4 | 99.55 | — | |
| TrojDiff (patch)Attack=Out-D2D, Configuration=Trojaned (patch)2023.03 | 4.81 | 81.48 | 60.48 | 75.3 | 99.8 | — | |
| Testing set of yAttack=In-D2D2023.03 | — | — | — | 73.2 | 90 | — | |
| Testing set of yAttack=Out-D2D2023.03 | — | — | — | 77 | 99.43 | — |