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Benchmarks
Backdoor Trigger Detection on SST-2
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98.77
AU-ROC
NAS
48.5796
61.6098
74.64
87.6702
May 18, 2024
AU-ROC
Precision
Recall
Updated 3d ago
Evaluation Results
Method
Method
Links
AU-ROC
Precision
Recall
NAS
Attack=badnets
2024.05
98.77
-
-
NAS
Attack=addsent
2024.05
97.96
-
-
NAS
Attack=synbkd
2024.05
88.83
-
-
NAS
Attack=stylebkd
2024.05
87.37
-
-
DAN
Attack=synbkd
2024.05
79.11
-
-
DAN
Attack=stylebkd
2024.05
72.94
-
-
RAP
Attack=addsent
2024.05
70.57
-
-
DAN
Attack=badnets
2024.05
70.42
-
-
DAN
Attack=addsent
2024.05
64.63
-
-
RAP
Attack=badnets
2024.05
64.22
-
-
RAP
Attack=synbkd
2024.05
59.89
-
-
STRIP
Attack=stylebkd
2024.05
53.78
-
-
STRIP
Attack=badnets
2024.05
52.63
-
-
RAP
Attack=stylebkd
2024.05
52.42
-
-
STRIP
Attack=addsent
2024.05
51.68
-
-
STRIP
Attack=synbkd
2024.05
50.51
-
-
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