Reasoning as an Attack Surface: Adaptive Evolutionary CoT Jailbreaks for LLMs 事件

Reasoning as an Attack Surface: Adaptive Evolutionary CoT Jailbreaks for LLMs arXiv:2605.24497v1 Announce Type: new Abstract: Large Reasoning Models (LRMs) have demonstrated remarkable capabilities in reasoning and generation tasks and are increasingly deployed in real-world applications. However, their explicit chain-of-thought (CoT) mechanism introduces new security risks, making them particularly vulnerable to jailbreak attacks. Existing approaches often rely on static CoT templates to elici