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Network Intrusion Detection on IoT NIDS adversarial traffic
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79
Detection Rate (KNN Attacker)
XGBoost
64.44
68.22
72
75.78
Mar 24, 2026
Detection Rate (KNN Attacker)
Detection Rate (RF Attacker)
Detection Rate (DT Attacker)
Detection Rate (XGBoost Attacker)
Average Detection Rate
Updated 24d ago
Evaluation Results
Method
Method
Links
Detection Rate (KNN Attacker)
Detection Rate (RF Attacker)
Detection Rate (DT Attacker)
Detection Rate (XGBoost Attacker)
Average Detection Rate
XGBoost
Defender model=XGBoost...
2026.03
79
56
74
72
70
RF
Defender model=RF, Def...
2026.03
76
63
69
58
67
DT
Defender model=DT, Def...
2026.03
66
39
68
68
60
KNN
Defender model=KNN, De...
2026.03
65
61
74
71
68
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