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Benchmarks
Backdoor Defense Execution Time on Fashion-MNIST (test)
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0.02
BadNet Execution Time
Lite-BD
-0.2328
1.4736
3.18
4.8864
Feb 6, 2026
BadNet Execution Time
Blend Execution Time
WaNet Execution Time
SIG Execution Time
CL Execution Time
Trojan Execution Time
LF Execution Time
Poison-Ink Execution Time
BppAttack Execution Time
LIRA Execution Time
Average Execution Time
Updated 4d ago
Evaluation Results
Method
Method
Links
BadNet Execution Time
Blend Execution Time
WaNet Execution Time
SIG Execution Time
CL Execution Time
Trojan Execution Time
LF Execution Time
Poison-Ink Execution Time
BppAttack Execution Time
LIRA Execution Time
Average Execution Time
Lite-BD
variant=RE
2026.02
0.02
0.08
0.04
0.12
0.02
0.03
0.12
0.12
0.05
0.14
0.07
Lite-BD
variant=SW
2026.02
0.03
0.13
0.02
0.12
0.09
0.13
0.12
0.12
0.05
0.23
0.11
ZIP
2026.02
1.08
1.02
1.07
1.09
1.05
1.09
0.93
1.02
2.02
3.18
1.35
SampDetox
2026.02
6.34
5.89
6.37
6.09
5.51
6.91
5.6
5.85
9.59
13.11
7.13
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