Malicious Behavior Defense in Multi-Agent Systems on HotPotQA MA
5ASR (Attack Success Rate)AcMAS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AcMAS2026.07 | 5 | 96 | |
| G-Safeguard2026.07 | 15 | 68 | |
| BlindGuard2026.07 | 33 | 66 | |
| No Defense2026.07 | 88 | — |
| Method | Links | ||
|---|---|---|---|
| AcMAS2026.07 | 5 | 96 | |
| G-Safeguard2026.07 | 15 | 68 | |
| BlindGuard2026.07 | 33 | 66 | |
| No Defense2026.07 | 88 | — |