Poisoned Plugin Detection on PoisonLoRA Plugins (OOD)
78AccuracyPEFTGuard
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PEFTGuardTraining Parameters=Q, K2026.06 | 78 | 69 | 100 | |
| PEFTGuardTraining Parameters=K2026.06 | 78 | 69 | 100 | |
| PEFTGuardTraining Parameters=V2026.06 | 74 | 66 | 100 | |
| PEFTGuardTraining Parameters=Q, V2026.06 | 72 | 64 | 100 | |
| PEFTGuardTraining Parameters=Q, K, V2026.06 | 68 | 61 | 100 | |
| PEFTGuardTraining Parameters=K, V2026.06 | 62 | 57 | 100 | |
| PEFTGuardTraining Parameters=Q2026.06 | 50 | 0 | 0 |