Poisoned Plugin Detection on PoisonLoRA Plugins (IID)
84AccuracyPEFTGuard
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PEFTGuardTraining Parameters=Q, K2026.06 | 84 | 76 | 100 | |
| PEFTGuardTraining Parameters=Q, V2026.06 | 84 | 76 | 100 | |
| PEFTGuardTraining Parameters=K2026.06 | 84 | 76 | 100 | |
| PEFTGuardTraining Parameters=V2026.06 | 84 | 76 | 100 | |
| PEFTGuardTraining Parameters=Q, K, V2026.06 | 82 | 74 | 100 | |
| PEFTGuardTraining Parameters=K, V2026.06 | 76 | 68 | 100 | |
| PEFTGuardTraining Parameters=Q2026.06 | 50 | 0 | 0 |