Backdoor Defense in Time Series Forecasting on ETTm1 v1 (full)
1.144MAECNo Defense
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| No DefenseAttack=Random2026.05 | 1.144 | 1.059 | — | |
| TIMEGUARDAttack=Random2026.05 | 1.235 | 6.481 | 88.1 | |
| TIMEGUARDAttack=Manhattan2026.05 | 1.25 | 6.651 | 84.9 | |
| TIMEGUARDAttack=BackTime2026.05 | 1.268 | 1.443 | 65.2 | |
| TIMEGUARDAttack=FreqBack-TSF2026.05 | 1.321 | 2.053 | 73.6 |