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Benchmarks
Attack Detection Robustness on CICIDS 17
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86.99
Attack F1
RES-DARE
18.9324
36.6012
54.27
71.9388
Jul 2, 2026
Attack F1
Silent Failure Rate
Updated 19d ago
Evaluation Results
Method
Method
Links
Attack F1
Silent Failure Rate
RES-DARE
Strength=0.05
2026.07
86.99
0.5
RES-DARE
Strength=0.10
2026.07
79.2
0.91
MLP
Strength=0.05
2026.07
50.19
49.89
MLP
Strength=0.10
2026.07
50.15
49.96
LogReg
Strength=0.05
2026.07
50.07
49.96
LogReg
Strength=0.10
2026.07
50.03
50.01
XGBoost
Strength=0.05
2026.07
35.49
33.91
XGBoost
Strength=0.10
2026.07
34.1
34.34
Random Forest
Strength=0.05
2026.07
25.07
0.01
Random Forest
Strength=0.10
2026.07
21.55
0.03
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