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Benchmarks
Backdoor Sample Detection on YELP
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0.9982
AU-ROC
NAS
0.277792
0.464821
0.65185
0.838879
May 18, 2024
AU-ROC
Updated 4d ago
Evaluation Results
Method
Method
Links
AU-ROC
NAS
Attack=badnets
2024.05
0.9982
NAS
Attack=addsent
2024.05
0.9981
NAS
Attack=stylebkd
2024.05
0.9928
DAN
Attack=stylebkd
2024.05
0.9804
NAS
Attack=synbkd
2024.05
0.9559
DAN
Attack=synbkd
2024.05
0.9481
RAP
Attack=badnets
2024.05
0.8972
DAN
Attack=badnets
2024.05
0.8704
DAN
Attack=addsent
2024.05
0.8469
RAP
Attack=addsent
2024.05
0.7729
RAP
Attack=synbkd
2024.05
0.6001
STRIP
Attack=synbkd
2024.05
0.5415
STRIP
Attack=badnets
2024.05
0.5413
STRIP
Attack=stylebkd
2024.05
0.5152
STRIP
Attack=addsent
2024.05
0.5138
RAP
Attack=stylebkd
2024.05
0.3055
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