Time Series Forecasting on PEMS03 (Training time, MAEC, MAEP, FDER)
49,027.6Training Time (s)No Defense
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| No DefenseVictim Model=AutoTimesLLaMA7B, Attack=BackTime2026.05 | 49,027.6 | 20.977 | 6.004 | — | |
| PDBVictim Model=AutoTimesLLaMA7B, Attack=BackTime2026.05 | 69,997.6 | 22.657 | 25.798 | 84.7 | |
| TIMEGUARDVictim Model=AutoTimesLLaMA7B, Attack=BackTime2026.05 | 70,162.8 | 21.385 | 32.792 | 89.9 |