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Network Intrusion Detection on KIT sub-sampled (test)
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0.9247
F1-score (Low rate TCP, SIM)
KNOWML
-0.036988
0.212681
0.46235
0.712019
Jun 24, 2025
F1-score (Low rate TCP, SIM)
F1-score (Fiberfox AVB, CAP)
F1-score (Fiberfox BYPASS, CAP)
F1-score (HTTP Overflow, SIM)
F1-score (Nkiller2, SIM)
F1-score (Brute Force P=1, CAP)
Benign FPR
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1-score (Low rate TCP, SIM)
F1-score (Fiberfox AVB, CAP)
F1-score (Fiberfox BYPASS, CAP)
F1-score (HTTP Overflow, SIM)
F1-score (Nkiller2, SIM)
F1-score (Brute Force P=1, CAP)
Benign FPR
KNOWML
2025.06
0.9247
0.8702
0.9565
0.9703
0.9348
1
0
AOC-IDS
2025.06
0
0.1659
0.0536
0
0
0.018
0.0043
Trident
2025.06
0
0.7952
0.9302
0
0
0.9744
0.2067
Kitsune
2025.06
0
0
0
0
0
0
0.0011
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