Malicious-skill detection on 906-skill benchmark
94.6F1 ScoreBehavioral integrity (BIV)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Behavioral integrity (BIV)axis=behavior2026.06 | 94.6 | 97.8 | 7.2 | |
| LLM-only auditaxis=behavior2026.06 | 93 | — | — | |
| Structural fingerprintaxis=identity2026.06 | 73.5 | 81 | 32 | |
| Rule-based scanneraxis=n/a2026.06 | 44 | — | — |