red-blue-teaming

CHASE introduces a co-evolutionary red-blue teaming framework that uses reinforcement learning to harden LLMs against adaptive black-box adversarial attacks, reducing jailbreak success by 43.2% on benchmarks while maintaining zero false refusals on benign prompts.