| Dataset | Wiki | |||||||||
| Threshold Values | Threshold = 0.0001 | Threshold = 0.11 | Threshold = 1.2 | |||||||
| Metrics | Accuracy | Precision | Recall | Accuracy | Precision | Recall | Accuracy | Precision | Recall | |
| Attacks | Models |
| ||||||||
| LiRA Candidate | Mistral 7B | 100 | 100 | 100 | 100 | 100 | 100 | 97.2 | 100 | 94.4 |
| LLaMA 7B | 100 | 100 | 100 | 100 | 100 | 100 | 59.6 | 100 | 19.2 | |
| LLaMA 13B | 99.3 | 100 | 99.3 | 98.3 | 100 | 99.6 | 52.2 | 100 | 4.4 | |
| Mixtral 8x7B | 100 | 100 | 100 | 100 | 100 | 100 | 61.2 | 100 | 22.4 | |
| LiRA Base | Mistral 7B | 100 | 100 | 100 | 100 | 100 | 100.00 | 95 | 100 | 96 |
| LLaMA 7B | 50 | 50 | 100 | 100 | 100 | 100 | 58.5 | 100 | 17 | |
| LLaMA 13B | 98.8 | 100 | 97.6 | 97.2 | 100 | 94.4 | 51.5 | 100 | 3 | |
| Mixtral 8x7B | 100 | 100 | 100 | 100 | 100 | 100 | 59 | 100 | 20 | |