Enhanced Collision Attack on Input Reconstruction (Mid)
100BERTScoreOriginal
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OriginalModel=LLaMA-7B, Protect Type=Original2025.08 | 100 | 100 | |
| OriginalModel=LLaMA-3.2-1B, Protect Type=Original2025.08 | 100 | 99.4 | |
| (10^8, 10^-5)-DPModel=LLaMA-3.2-1B, Protect Type=(10^8, 10^-5)-DP2025.08 | 99.5 | 98.9 | |
| (10^8, 10^-5)-DPModel=LLaMA-7B, Protect Type=(10^8, 10^-5)-DP2025.08 | 93.7 | 90.1 | |
| (10^8, 10^-5)-DPModel=LLaMA-3.1-8B-Distilled, Protect Type=(10^8, 10^-5)-DP2025.08 | 26.7 | 12.2 | |
| OriginalModel=LLaMA-3.1-8B-Distilled, Protect Type=Original2025.08 | 25.1 | 11.2 | |
| KV-CloakModel=LLaMA-3.2-1B, Protect Type=KV-Cloak2025.08 | 5.1 | 0.2 | |
| KV-CloakModel=LLaMA-3.1-8B-Distilled, Protect Type=KV-Cloak2025.08 | 4.1 | 0.3 | |
| KV-CloakModel=LLaMA-7B, Protect Type=KV-Cloak2025.08 | 3.6 | 4.4 |