Tamper Resistance Evaluation on Adversarial Fine-tuning Bio-risk
80,000Max Unique ExamplesDeep Ignorance
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Deep Ignorance2025.08 | 80,000 | 16 | 10,000 | |
| Tamirisa et al.2025.08 | 54,258 | 128 | 500 | |
| Qi et al. (2024b)2025.08 | 50,000 | 64 | 1,000 | |
| Muhamed et al. (2025)2025.08 | 1,273 | 32 | 398 | |
| Łucki et al. (2024)2025.08 | 1,000 | 1 | 3,000 | |
| Qian et al. (2025)2025.08 | 735 | 4 | 1,470 | |
| Deeb & Roger (2024)2025.08 | 628 | 4 | 1,570 | |
| Che et al. (2025)2025.08 | 128 | 64 | 16 | |
| Fan et al. (2025)2025.08 | 20 | 4 | 15 | |
| Hu et al. (2024)2025.08 | 15 | 4 | 8 | |
| Sheshadri et al. (2024)2025.08 | 2 | 2 | 20 |