Time-series forecasting on Synthetic Low Entropy Periodic
0.1307RMSEVanilla
Evaluation Results
| Method | Links | |
|---|---|---|
| VanillaAttack=BIM, epsilon=0.12026.06 | 0.1307 | |
| MorphStrataAttack=FGSM, epsilon=0.12026.06 | 0.1308 | |
| MorphStrataAttack=FGSM, epsilon=0.22026.06 | 0.1309 | |
| MorphStrataAttack=FGSM, epsilon=0.32026.06 | 0.1311 | |
| MorphStrataAttack=FGSM, epsilon=0.52026.06 | 0.1325 | |
| VanillaAttack=FGSM, epsilon=0.12026.06 | 0.1393 | |
| VanillaAttack=FGSM, epsilon=0.22026.06 | 0.1394 | |
| VanillaAttack=FGSM, epsilon=0.32026.06 | 0.1398 | |
| VanillaAttack=FGSM, epsilon=0.52026.06 | 0.1413 | |
| VanillaAttack=PGD, epsilon=0.12026.06 | 0.1432 | |
| VanillaAttack=BIM, epsilon=0.22026.06 | 0.1471 | |
| VanillaAttack=PGD, epsilon=0.22026.06 | 0.1609 | |
| BaseAttack=FGSM, epsilon=0.52026.06 | 0.1612 | |
| BaseAttack=FGSM, epsilon=0.32026.06 | 0.1664 | |
| VanillaAttack=BIM, epsilon=0.32026.06 | 0.168 | |
| BaseAttack=FGSM, epsilon=0.22026.06 | 0.168 | |
| BaseAttack=FGSM, epsilon=0.12026.06 | 0.1689 | |
| VanillaAttack=PGD, epsilon=0.32026.06 | 0.1701 | |
| MorphStrataAttack=BIM, epsilon=0.12026.06 | 0.1769 | |
| MorphStrataAttack=BIM, epsilon=0.22026.06 | 0.1848 | |
| VanillaAttack=PGD, epsilon=0.52026.06 | 0.1849 | |
| MorphStrataAttack=BIM, epsilon=0.32026.06 | 0.1929 | |
| VanillaAttack=BIM, epsilon=0.52026.06 | 0.1958 | |
| MorphStrataAttack=BIM, epsilon=0.52026.06 | 0.2096 | |
| MorphStrataAttack=PGD, epsilon=0.12026.06 | 0.2381 | |
| MorphStrataAttack=PGD, epsilon=0.22026.06 | 0.2486 | |
| MorphStrataAttack=PGD, epsilon=0.32026.06 | 0.2591 | |
| MorphStrataAttack=PGD, epsilon=0.52026.06 | 0.2817 | |
| BaseAttack=BIM, epsilon=0.12026.06 | 0.3125 | |
| BaseAttack=PGD, epsilon=0.12026.06 | 0.3125 | |
| BaseAttack=BIM, epsilon=0.22026.06 | 0.4334 | |
| BaseAttack=PGD, epsilon=0.22026.06 | 0.4334 | |
| BaseAttack=BIM, epsilon=0.32026.06 | 0.5203 | |
| BaseAttack=PGD, epsilon=0.32026.06 | 0.5203 | |
| BaseAttack=BIM, epsilon=0.52026.06 | 0.638 | |
| BaseAttack=PGD, epsilon=0.52026.06 | 0.638 |