Cyber Red Teaming on CAGE 4 (200 episodes)
9.86AHDFoundation-Sec + RL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Foundation-Sec + RLLLM Backbone=Foundation-Sec, Reflexion=false2026.05 | 9.86 | 94 | 2,322 | |
| Foundation-Sec + RL + ReflexionLLM Backbone=Foundation-Sec, Reflexion=true2026.05 | 9.97 | 91 | 3,765 | |
| Qwen3 + RLLLM Backbone=Qwen3, Reflexion=false2026.05 | 10.01 | 100 | 3,559 | |
| Qwen3 + RL + ReflexionLLM Backbone=Qwen3, Reflexion=true2026.05 | 10.01 | 99.5 | 541 |