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Benchmarks
Targeted Attack Detection on CIC-IDS non-IID 20% Adversaries 2018
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93
Detection Accuracy
FedCC
43.08
56.04
69
81.96
Feb 20, 2026
Detection Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Detection Accuracy
FedCC
Attack=GAN-ML
2026.02
93
Flare
Attack=GAN-Con
2026.02
93
FedCC
Attack=GAN-Con
2026.02
93
Flare
Attack=BD
2026.02
93
PenTiDef
Attack=BD
2026.02
93
PenTiDef
Attack=GAN-SL
2026.02
92
PenTiDef
Attack=GAN-ML
2026.02
92
FedCC
Attack=BD
2026.02
92
Flare
Attack=GAN-SL
2026.02
91
FedCC
Attack=GAN-SL
2026.02
91
Flare
Attack=GAN-ML
2026.02
91
PenTiDef
Attack=GAN-Con
2026.02
50
No-Def
Attack=GAN-Con
2026.02
46
No-Def
Attack=BD
2026.02
46
No-Def
Attack=GAN-SL
2026.02
45
No-Def
Attack=GAN-ML
2026.02
45
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