Access Control Enforcement on MULTIPER-ENTERPRISE
0.005PVRAAAC
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AAACModel=Gemma-7B-it2026.01 | 0.005 | 0.752 | 0.873 | 0.898 | 0.319 | 0.609 | 10.3 | 0.084 | |
| AAACModel=Llama3-8B2026.01 | 0.007 | 0.783 | 0.888 | 0.889 | 0.357 | 0.623 | 14.3 | 0.093 | |
| AAACModel=Qwen3-8B2026.01 | 0.009 | 0.839 | 0.915 | 0.886 | 0.465 | 0.675 | 25.2 | 0.101 | |
| Prompt-PolicyModel=Qwen3-8B2026.01 | 0.018 | 0.84 | 0.911 | 0.862 | 0.42 | 0.641 | 1.5 | 0.278 | |
| Prompt-PolicyModel=Llama3-8B2026.01 | 0.021 | 0.761 | 0.87 | 0.881 | 0.354 | 0.617 | -14.5 | 0.278 | |
| Prompt-onlyModel=Llama3-8B2026.01 | 0.025 | 0.579 | 0.777 | 0.864 | 0.3 | 0.582 | 0 | 0.903 | |
| Prompt-PolicyModel=Gemma-7B-it2026.01 | 0.033 | 0.812 | 0.889 | 0.848 | 0.28 | 0.564 | -34.7 | 0.31 | |
| Prompt-onlyModel=Gemma-7B-it2026.01 | 0.036 | 0.633 | 0.798 | 0.81 | 0.261 | 0.536 | 0 | 0.894 | |
| Prompt-onlyModel=Qwen3-8B2026.01 | 0.047 | 0.616 | 0.784 | 0.792 | 0.328 | 0.56 | 0 | 0.917 |