| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Finetuned Adv. Agent | Student Information Leakage1 | 3 | 1mo ago | ||
| Multi-Agent Student | MathDial-SFT | Student Leakage11 | 3 | 1mo ago | |
| Student w/ Reasoning | MathDial-SFT | Student Leakage16 | 3 | 1mo ago | |
| Base Student Adv. Agent | MathDial-SFT | Student Leakage18 | 3 | 1mo ago | |
| LLM-Generated Attacks | Student Information Leakage0.06 | 3 | 1mo ago | ||
| Manually Defined Prompts | MathDial-SFT | Student Leakage0 | 3 | 1mo ago |
