Guozhu Meng

AdaptPrint: Response-Adaptive Fingerprinting of Black-Box LLM Services

Black-box LLM services have emerged as a practical deployment paradigm. Nevertheless, their opacity also hinders the systematic assessment of security risks and complicates copyright auditing for model owners. Black-box LLM fingerprinting, which identifies the underlying LLM identity through query-response interactions...