Stealthiness Evaluation on LLaMA 7B
2.78Mean PPLAscii
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ascii2024.10 | 2.78 | 0.18 | |
| ArtPrompt2024.10 | 6.85 | 9.28 | |
| Morse Cipher2024.10 | 11.51 | 2.12 | |
| Base642024.10 | 12.92 | 3.83 | |
| ReNeLLM2024.10 | 13.16 | 4.09 | |
| Unicode2024.10 | 28.1 | 15.67 | |
| UTF-82024.10 | 28.1 | 15.67 | |
| Origin2024.10 | 30.66 | 19.63 | |
| Caesar Cipher2024.10 | 335.5 | 185.91 | |
| FlipAttack2024.10 | 820.44 | 349.18 |