Implicit Poisoning Resistance on LLM Skill-Security corpus 93 malicious samples
97.6Empirical AccuracySIGIL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SIGIL2026.05 | 97.6 | — | |
| SkillProbe2026.05 | 86 | — | |
| MalSkills2026.05 | 85 | — | |
| SkillScan2026.05 | 70.5 | — |
| Method | Links | ||
|---|---|---|---|
| SIGIL2026.05 | 97.6 | — | |
| SkillProbe2026.05 | 86 | — | |
| MalSkills2026.05 | 85 | — | |
| SkillScan2026.05 | 70.5 | — |