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Benchmarks
Federated Learning Defense on N-BaIoT Model Scaling Attack Scenario 1 (test)
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97.07
Accuracy
SecureDyn-FL
43.042
57.0685
71.095
85.1215
Jan 10, 2026
Accuracy
F1 Score
Attack Success Rate (ASR)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Attack Success Rate (ASR)
SecureDyn-FL
2026.01
97.07
96.95
5.68
FL-Defender
2026.01
95.41
96.85
3.24
FL trust
2026.01
45.36
63.58
51.05
Shield FL
2026.01
45.2
63.45
52.05
FedAvg
2026.01
45.12
62.35
50.89
Trimmed Mean
2026.01
45.12
64.14
51.34
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