When Reasoning Leaks Membership: Membership Inference Attack on Black-box Large Reasoning Models

Ruihan Hu, Yu-Ming Shang, Wei Luo +2

Large Reasoning Models (LRMs) have rapidly gained prominence for their strong performance in solving complex tasks. Many modern black-box LRMs expose the intermediate reasoning tra…