Data Leakage Prevention on AgentLeak n=496
93.95Any Leak Prevention RatePlain
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PlainHarness=gpt-4o-mini2026.06 | 93.95 | 92.74 | 51.61 | |
| FarameshHarness=gpt-4o-mini2026.06 | 93.95 | 92.74 | 51.61 | |
| IPIGuardHarness=gpt-4o-mini2026.06 | 78.63 | 50 | 57.06 | |
| DRIFTHarness=gpt-4o-mini2026.06 | 72.18 | 47.98 | 53.63 | |
| SecureClawHarness=gpt-4o-mini2026.06 | 3.23 | 0.2 | 0 |