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Benchmarks
Targeted Attack Detection on Edge-IIoTset non-IID 10% Adversaries
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95
Detection Rate
PenTiDef
53.4
64.2
75
85.8
Feb 20, 2026
Detection Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Detection Rate
PenTiDef
Attack=BD
2026.02
95
FedCC
Attack=GAN-ML
2026.02
93
PenTiDef
Attack=GAN-Con
2026.02
93
Flare
Attack=GAN-Con
2026.02
92
FedCC
Attack=GAN-Con
2026.02
92
Flare
Attack=GAN-SL
2026.02
91
Flare
Attack=GAN-ML
2026.02
91
PenTiDef
Attack=GAN-ML
2026.02
91
Flare
Attack=BD
2026.02
91
FedCC
Attack=BD
2026.02
91
FedCC
Attack=GAN-SL
2026.02
89
PenTiDef
Attack=GAN-SL
2026.02
89
No-Def
Attack=GAN-ML
2026.02
56
No-Def
Attack=GAN-Con
2026.02
56
No-Def
Attack=GAN-SL
2026.02
55
No-Def
Attack=BD
2026.02
55
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