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Benchmarks
Adversarial Detection on CICIDS 2017
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99.8
AUC-ROC
ACG
50.6496
63.4098
76.17
88.9302
Mar 9, 2026
AUC-ROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC-ROC
ACG
Detector=Artifact, Tar...
2026.03
99.8
PGD
Detector=Artifact, Tar...
2026.03
99.45
FGSM
Detector=Artifact, Tar...
2026.03
99.02
ACG
Detector=MANDA, Target...
2026.03
93.93
PGD
Detector=MANDA, Target...
2026.03
89.91
FGSM
Detector=MANDA, Target...
2026.03
88.98
ND-ACG
Detector=MANDA, Target...
2026.03
88.66
ND-FGSM
Detector=MANDA, Target...
2026.03
85.79
ND-PGD
Detector=MANDA, Target...
2026.03
85.56
ND-PGD
Detector=Artifact, Tar...
2026.03
53.73
ND-ACG
Detector=Artifact, Tar...
2026.03
52.59
ND-FGSM
Detector=Artifact, Tar...
2026.03
52.54
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