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Benchmarks
Backdoor Defense Execution Time on GTSRB (test)
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0.07
BadNet Time
Lite-BD
-0.0972
1.0314
2.16
3.2886
Feb 6, 2026
BadNet Time
Blend Time
WaNet Time
SIG Time
CL Time
Trojan Time
LF Time
Poison-Ink Time
BppAttack Time
LIRA Time
Average Execution Time
Updated 4d ago
Evaluation Results
Method
Method
Links
BadNet Time
Blend Time
WaNet Time
SIG Time
CL Time
Trojan Time
LF Time
Poison-Ink Time
BppAttack Time
LIRA Time
Average Execution Time
Lite-BD
variant=RE
2026.02
0.07
0.08
0.02
0.09
0.08
0.05
0.1
0.04
0.14
0.18
0.09
Lite-BD
variant=SW
2026.02
0.07
0.1
0.02
0.03
0.08
0.06
0.1
0.07
0.15
0.18
0.08
ZIP
2026.02
1.01
1.04
1.05
0.97
1.03
1.12
0.95
0.95
4.94
4.37
1.74
SampDetox
2026.02
4.25
4.61
4.42
4.41
4.28
4.95
4.15
4.01
15.02
8.97
5.91
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