STAR: Detecting Inference-time Backdoors in LLM Reasoning via State-Transition Amplification Ratio

Seong-Gyu Park, Sohee Park, Jisu Lee +2

Recent LLMs increasingly integrate reasoning mechanisms like Chain-of-Thought (CoT). However, this explicit reasoning exposes a new attack surface for inference-time backdoors, whi…