Malicious tool detection on SC-Inject-Bench
0FPRTraffic-Suricata
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Traffic-SuricataType=Dynamic2026.04 | 0 | 6.2 | |
| Cisco AIType=Static2026.04 | 0.9 | 2.9 | |
| AgentIO-GPT-5.2Type=Dynamic2026.04 | 1.3 | 2.7 | |
| AgentIO-GPT-4.1Type=Dynamic2026.04 | 2.2 | 5.1 | |
| ShieldNetType=Dynamic2026.04 | 2.2 | 99.8 | |
| Invariant LabsType=Static2026.04 | 6.8 | 16.4 | |
| RampartsType=Static2026.04 | 12.4 | 17.2 | |
| Traffic-GPT-5.2Type=Dynamic2026.04 | 26.7 | 83.8 | |
| Traffic-GPT-4.1Type=Dynamic2026.04 | 34.4 | 90.8 | |
| Traffic-Qwen3-0.6BType=Dynamic2026.04 | 94.2 | 88.4 | |
| Traffic-Safe-NIDType=Dynamic2026.04 | 100 | 97.4 |