Zero-day vulnerability detection on CySecBench
91RecallLLM + Graph-Based
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLM + Graph-BasedAvg Latency (ms)=96, Interpretability=High (CySecBench)2026.02 | 91 | 12 | |
| LLM + Symbolic HybridAvg Latency (ms)=105, Interpretability=Moderate (SHAP)2026.02 | 88 | 13 | |
| Static AnalyzersAvg Latency (ms)=80, Interpretability=Limited2026.02 | 62 | 11 |