Excessive Reasoning Attack on Reasoning LLMs

Wai Man Si, Mingjie Li, Michael Backes +1

Recent reasoning large language models (LLMs), such as OpenAI o1 and DeepSeek-R1, exhibit strong performance on complex tasks through test-time inference scaling. However, prior st…