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Benchmarks
Backdoor Defense in Time Series Forecasting on ETTm1 v1 (full)
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1.144
MAEC
No Defense
1.13692
1.18471
1.2325
1.28029
May 21, 2026
MAEC
MAEP
FDER
Updated 12d ago
Evaluation Results
Method
Method
Links
MAEC
MAEP
FDER
No Defense
Attack=Random
2026.05
1.144
1.059
-
TIMEGUARD
Attack=Random
2026.05
1.235
6.481
88.1
TIMEGUARD
Attack=Manhattan
2026.05
1.25
6.651
84.9
TIMEGUARD
Attack=BackTime
2026.05
1.268
1.443
65.2
TIMEGUARD
Attack=FreqBack-TSF
2026.05
1.321
2.053
73.6
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