Adversarial Attack on Tropical Cyclone Prediction on TC2
0.03False Positive Rate (FPR)RGE
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| RGE2025.10 | 0.03 | 89.94 | 10.06 | 0 | 100 | 0.0277 | |
| Cyc-Attackdilation radius RA=12025.10 | 0.04 | 44.47 | 55.53 | 75 | 8.33 | 0.0002 | |
| Cyc-Attack-ddilation radius RA=1, strategy=omits kernel-dilation strategy2025.10 | 0.04 | 59.62 | 40.38 | 50 | 20.83 | 0.0002 | |
| Cyc-Attack-wdilation radius RA=1, strategy=omits weighting scheme2025.10 | 0.06 | 69.71 | 30.29 | 2.74 | 89.01 | 0.2168 | |
| ALA2025.10 | 0.07 | 73.8 | 26.2 | 22.22 | 59.25 | 0.0466 | |
| AOWF2025.10 | 0.12 | 70.67 | 29.33 | 10 | 70 | 0.0499 | |
| TAAOWPF2025.10 | 0.45 | 78.12 | 21.88 | 2.11 | 88.02 | 0.1948 |