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Benchmarks
Backdoor Attack on Mutagenicity
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58
ASR
FedShift
4.96
18.73
32.5
46.27
Mar 8, 2026
ASR
Updated 1mo ago
Evaluation Results
Method
Method
Links
ASR
FedShift
Defense=Foolsgold
2026.03
58
Opt-GDBA
Defense=Foolsgold
2026.03
54
FedShift
Defense=Krum
2026.03
49
FedShift
Defense=Bulyan
2026.03
49
GTA
Defense=Foolsgold
2026.03
48
GTA
Defense=Krum
2026.03
48
GTA
Defense=Bulyan
2026.03
48
Opt-GDBA
Defense=Krum
2026.03
48
Opt-GDBA
Defense=Bulyan
2026.03
48
NI-GDBA
Defense=Krum
2026.03
46
NI-GDBA
Defense=Bulyan
2026.03
46
NI-GDBA
Defense=Foolsgold
2026.03
40
Rand-GDBA
Defense=Krum
2026.03
19
Rand-GDBA
Defense=Bulyan
2026.03
17
Rand-GDBA
Defense=Foolsgold
2026.03
7
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