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Benchmarks
Backdoor Detection on STL-10 target attack
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493
True Positives (TP)
BadEncoder
-15.56
116.47
248.5
380.53
Mar 23, 2023
Sep 18, 2023
Mar 15, 2024
Sep 11, 2024
Mar 9, 2025
Sep 4, 2025
Mar 3, 2026
True Positives (TP)
False Positives (FP)
False Negatives (FN)
True Negatives (TN)
Accuracy (Acc)
Updated 1mo ago
Evaluation Results
Method
Method
Links
True Positives (TP)
False Positives (FP)
False Negatives (FN)
True Negatives (TN)
Accuracy (Acc)
BadEncoder
2026.03
493
22
6
480
97.2
DECREE (Summary)
Model Arch=Summary
2023.03
111
2
0
109
99.1
DECREE
Attack Category=Img-on...
2023.03
30
2
0
28
96.7
DECREE
Attack Category=Img-on...
2023.03
30
0
0
30
100
DECREE
Attack Category=Img-on...
2023.03
15
0
0
15
100
DECREE
Attack Category=Img-on...
2023.03
12
0
0
12
100
DECREE
Attack Category=Img-on...
2023.03
12
0
0
12
100
DECREE
Attack Category=Text-o...
2023.03
12
0
0
12
100
DSBA
2026.03
4
22
493
480
48.45
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