Security Vulnerability Discovery on Security vulnerability discovery environment
6Successful Real AttacksSimple Go-Explore (tools only)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Simple Go-Explore (tools only)Runtime=90s, Causality=Yes, Reproducible=Yes, Systematic=Yes2025.12 | 6 | 12 | 4 | |
| Enhanced Go-Explore (180s)Runtime=180s, Causality=Yes, Reproducible=Yes, Systematic=Yes2025.12 | 5 | 26 | 4 | |
| Ensemble Go-Explore (180s)Runtime=180s, Causality=Yes, Reproducible=Yes, Systematic=Yes2025.12 | 2 | 16 | 4 | |
| Random FuzzingRuntime=150s, Causality=No, Reproducible=Yes, Systematic=No2025.12 | 0 | — | — | |
| Static AnalysisRuntime=Minutes, Causality=Partial, Reproducible=Yes, Systematic=Partial2025.12 | 0 | — | — | |
| General Go-Explore (150s)Runtime=150s, Causality=Yes, Reproducible=Yes, Systematic=Limited2025.12 | 0 | 1 | 2 | |
| Manual Red TeamRuntime=Hours-Days, Causality=Yes, Reproducible=No, Systematic=No2025.12 | — | — | 3 |