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Benchmarks
Malicious Traffic Detection on SC-Inject-Bench Traffic-level
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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
Time Overhead=68.64%
2026.04
0
6.2
AgentIO-GPT-5.2
Time Overhead=10.58%
2026.04
0.5
1.1
ShieldNet
Time Overhead=21.38%
2026.04
0.8
99.5
AgentIO-GPT-4.1
Time Overhead=11.45%
2026.04
1.1
2.3
Traffic-GPT-5.2
Time Overhead=32.03%
2026.04
12.6
75.7
Traffic-GPT-4.1
Time Overhead=39.68%
2026.04
17.3
85.4
Traffic-Qwen3-0.6B
Time Overhead=22.58%
2026.04
84.7
77.4
Traffic-Safe-NID
Time Overhead=40.15%
2026.04
100
97.4
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