Prompt Exfiltration on Cline coding agent prompts
95.8Sim ScoreToolLeak
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ToolLeak2025.09 | 95.8 | 52.8 | |
| Remember-the-Start2025.09 | 60 | 81.2 | |
| Naive2025.09 | 57.8 | 81.4 | |
| Completion-Remember2025.09 | 56.8 | 81.2 | |
| Completion2025.09 | 56.4 | 68.8 | |
| Ignore-Completion-Remember2025.09 | 53.7 | 81.2 | |
| Ignore2025.09 | 53.2 | 97.6 | |
| Ignore-Remember2025.09 | 52.2 | 81.9 | |
| Ignore-Completion2025.09 | 51.3 | 81.6 | |
| PLeak2025.09 | 20.4 | 97.7 |