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Targeted Attack Detection on CIC-IDS non-IID 10% Adversaries 2018
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95
Detection Accuracy
PenTiDef
51.32
62.66
74
85.34
Feb 20, 2026
Detection Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Detection Accuracy
PenTiDef
Attack=GAN-Con
2026.02
95
PenTiDef
Attack=BD
2026.02
95
FedCC
Attack=GAN-ML
2026.02
94
Flare
Attack=GAN-Con
2026.02
94
FedCC
Attack=GAN-Con
2026.02
94
Flare
Attack=BD
2026.02
93
FedCC
Attack=BD
2026.02
93
PenTiDef
Attack=GAN-SL
2026.02
92
Flare
Attack=GAN-ML
2026.02
92
PenTiDef
Attack=GAN-ML
2026.02
92
Flare
Attack=GAN-SL
2026.02
91
FedCC
Attack=GAN-SL
2026.02
91
No-Def
Attack=GAN-SL
2026.02
55
No-Def
Attack=BD
2026.02
54
No-Def
Attack=GAN-ML
2026.02
53
No-Def
Attack=GAN-Con
2026.02
53
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