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Benchmarks
Backdoor Sample Detection on Agnews
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99.93
AU-ROC
DAN
47.7428
61.2914
74.84
88.3886
May 18, 2024
AU-ROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AU-ROC
DAN
Attack=stylebkd
2024.05
99.93
NAS
Attack=stylebkd
2024.05
99.42
NAS
Attack=addsent
2024.05
98.16
DAN
Attack=badnets
2024.05
97.86
NAS
Attack=synbkd
2024.05
97.24
DAN
Attack=synbkd
2024.05
93.62
NAS
Attack=badnets
2024.05
92.41
RAP
Attack=addsent
2024.05
73.67
DAN
Attack=addsent
2024.05
72.03
RAP
Attack=badnets
2024.05
69.78
RAP
Attack=stylebkd
2024.05
66.59
STRIP
Attack=badnets
2024.05
53.6
STRIP
Attack=stylebkd
2024.05
52.84
STRIP
Attack=addsent
2024.05
51.58
STRIP
Attack=synbkd
2024.05
50.5
RAP
Attack=synbkd
2024.05
49.75
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