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Benchmarks
Federated Learning Defense on N-BaIoT Scenario 1 Same Model Attack (test)
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97.02
Accuracy
FL trust
43.3456
57.2803
71.215
85.1497
Jan 10, 2026
Accuracy
F1 Score
Attack Success Rate (ASR)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Attack Success Rate (ASR)
FL trust
2026.01
97.02
97.64
0.97
SecureDyn-FL
2026.01
97.01
97.08
4.02
Shield FL
2026.01
94.56
94.25
5.81
Trimmed Mean
2026.01
71.85
62.78
25.38
FL-Defender
2026.01
49.67
0
43.06
FedAvg
2026.01
45.41
62.45
51.74
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