Membership Inference Attack on MIA Evaluation Set
83.2MIA-LRLlama-3.1-8B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Llama-3.1-8BCRM dim=12, MIA dim=40962026.05 | 83.2 | 72.1 | 77.8 | 0.053 | |
| Llama-3.1-8B-InstCRM dim=12, MIA dim=40962026.05 | 81.2 | 75.2 | 70.8 | 0.104 | |
| Qwen2.5-14B-InstCRM dim=17, MIA dim=51202026.05 | 77.5 | 61.9 | 95.1 | 0.176 | |
| Qwen2.5-14BCRM dim=17, MIA dim=51202026.05 | 77.3 | 66.9 | 84.1 | 0.067 | |
| Qwen2.5-32B-InstCRM dim=23, MIA dim=51202026.05 | 74.3 | 64.6 | 92.3 | 0.18 | |
| Qwen2.5-7B-InstCRM dim=10, MIA dim=35842026.05 | 73.9 | 60.7 | 86.9 | 0.13 | |
| Mistral-7B-v0.3CRM dim=12, MIA dim=40962026.05 | 73.2 | 66.2 | 86.9 | 0.137 | |
| Qwen2.5-7BCRM dim=10, MIA dim=35842026.05 | 73.2 | 55.1 | 78.4 | 0.052 | |
| Mistral-7B-InstCRM dim=12, MIA dim=40962026.05 | 71.8 | 59.6 | 79.9 | 0.081 |