Skill-level over-privilege detection on 200-skill dataset
95True Positives (TP)SkillScope
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SkillScopeUnderlying Model=GPT-5.12026.05 | 95 | 6 | 94 | 5 | 94.06 | 95 | 94.53 | |
| MalSkills2026.05 | 86 | 12 | 88 | 14 | 87.76 | 86 | 86.87 | |
| Skill Scanner2026.05 | 81 | 26 | 74 | 19 | 75.7 | 81 | 78.26 | |
| Caterpillar2026.05 | 62 | 41 | 59 | 38 | 60.19 | 62 | 61.08 | |
| Skill-Sec-Scan2026.05 | 45 | 37 | 63 | 55 | 54.88 | 45 | 49.45 | |
| MASB2026.05 | 19 | 28 | 72 | 81 | 40.43 | 19 | 25.85 | |
| Nova-Proximity2026.05 | 14 | 32 | 68 | 86 | 30.43 | 14 | 19.18 |