Multi-agent Defense on HumanEval + AdvBench (5:1 ratio)
94.8Defense Success Rate (DSR)Zero-Trust
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Zero-Trustevaluation_scope=Averaged across 4 MAS frameworks and 5 LLMs2026.03 | 94.8 | 66.5 | 15.3 | |
| DynaTrustevaluation_scope=Averaged across 4 MAS frameworks and 5 LLMs2026.03 | 92.4 | 84.9 | 2.2 | |
| No Defenseevaluation_scope=Averaged across 4 MAS frameworks and 5 LLMs2026.03 | 0 | 85.4 | — |