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Benchmarks
Malicious tool detection on SC-Inject-Bench
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FPR
Traffic-Suricata
-4
23
50
77
Apr 6, 2026
FPR
F1 Score
Updated 11d ago
Evaluation Results
Method
Method
Links
FPR
F1 Score
Traffic-Suricata
Type=Dynamic
2026.04
0
6.2
Cisco AI
Type=Static
2026.04
0.9
2.9
AgentIO-GPT-5.2
Type=Dynamic
2026.04
1.3
2.7
AgentIO-GPT-4.1
Type=Dynamic
2026.04
2.2
5.1
ShieldNet
Type=Dynamic
2026.04
2.2
99.8
Invariant Labs
Type=Static
2026.04
6.8
16.4
Ramparts
Type=Static
2026.04
12.4
17.2
Traffic-GPT-5.2
Type=Dynamic
2026.04
26.7
83.8
Traffic-GPT-4.1
Type=Dynamic
2026.04
34.4
90.8
Traffic-Qwen3-0.6B
Type=Dynamic
2026.04
94.2
88.4
Traffic-Safe-NID
Type=Dynamic
2026.04
100
97.4
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