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Intrusion Detection on ToN_IoT Held-Out Attack Categories C_ood (test)
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97.1
AUC-ROC
ThreatFormer-IDS
94.292
95.021
95.75
96.479
Feb 26, 2026
AUC-ROC
AUC-PR
Recall@1%FPR
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC-ROC
AUC-PR
Recall@1%FPR
ThreatFormer-IDS
evaluation_mode=Zero-Day
2026.02
97.1
72.1
78.3
Transformer (base)
evaluation_mode=Zero-Day
2026.02
96.2
68.4
75.2
BiLSTM
evaluation_mode=Zero-Day
2026.02
95.7
66.2
73.9
1D-CNN
evaluation_mode=Zero-Day
2026.02
95.2
64.5
72.4
LightGBM
evaluation_mode=Zero-Day
2026.02
94.4
61.2
70.2
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