External Attack Transfer Detection on ToolEmu and SafeToolBench (external harmful episodes)
99.52Recall @ 5% ID-FPRVISTA-Guard
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VISTA-Guardvariant=param-centric2026.05 | 99.52 | 99.52 | 1 | |
| Logistic Regression2026.05 | 18.46 | 19.42 | 0.92 | |
| Keyword Heuristic2026.05 | 0.67 | 4.33 | 0.61 | |
| Param-risk Heuristic2026.05 | 0.67 | 4.33 | 0.61 |