Backdoor Attack on PEMS03
20.17McManhattan
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ManhattanModel=TimesNet, Target pattern shape=cone2026.01 | 20.17 | 16.15 | 20.9 | |
| TDBA-GcnModel=TimesNet, Target pattern shape=cone2026.01 | 20.09 | 20.14 | 18.63 | |
| BackTimeModel=TimesNet, Target pattern shape=cone2026.01 | 20.07 | 20.48 | 27.82 | |
| RandomModel=TimesNet, Target pattern shape=cone2026.01 | 19.73 | 16.43 | 22.82 | |
| TDBA-InvModel=TimesNet, Target pattern shape=cone2026.01 | 19.61 | 19.51 | 22.59 | |
| TDBA-GcnModel=Average, Target pattern shape=cone2026.01 | 18.32 | 18.46 | 17.21 | |
| RandomModel=Average, Target pattern shape=cone2026.01 | 18.1 | 15.69 | 23.26 | |
| RandomModel=Autoformer, Target pattern shape=cone2026.01 | 18.04 | 16.02 | 25.79 | |
| ManhattanModel=Average, Target pattern shape=cone2026.01 | 17.82 | 14.73 | 18.61 | |
| TDBA-GcnModel=FEDformer, Target pattern shape=cone2026.01 | 17.66 | 17.84 | 17.06 | |
| BackTimeModel=Average, Target pattern shape=cone2026.01 | 17.53 | 18.49 | 22.04 | |
| TDBA-InvModel=Average, Target pattern shape=cone2026.01 | 17.51 | 17.51 | 19.72 | |
| TDBA-GcnModel=Autoformer, Target pattern shape=cone2026.01 | 17.21 | 17.4 | 16.94 | |
| TDBA-InvModel=FEDformer, Target pattern shape=cone2026.01 | 16.7 | 16.76 | 18.31 | |
| ManhattanModel=Autoformer, Target pattern shape=cone2026.01 | 16.67 | 14.05 | 17.65 | |
| ManhattanModel=FEDformer, Target pattern shape=cone2026.01 | 16.63 | 13.99 | 17.27 | |
| RandomModel=FEDformer, Target pattern shape=cone2026.01 | 16.52 | 14.62 | 21.16 | |
| BackTimeModel=FEDformer, Target pattern shape=cone2026.01 | 16.28 | 17.77 | 20.02 | |
| BackTimeModel=Autoformer, Target pattern shape=cone2026.01 | 16.24 | 17.22 | 18.28 | |
| TDBA-InvModel=Autoformer, Target pattern shape=cone2026.01 | 16.22 | 16.25 | 18.25 |