UTF:Undertrained Tokens as Fingerprints A Novel Approach to LLM Identification

Jiacheng Cai, Jiahao Yu, Yangguang Shao +1

Fingerprinting large language models (LLMs) is essential for verifying model ownership, ensuring authenticity, and preventing misuse. Traditional fingerprinting methods often requi…