From Bits to Beliefs: Recoverable Semantic Fingerprints for Black-Box Verification of Large Language Models

Jiaxin Hong, Yuxin Peng, Hongyao Yu +3

Open-weight large language models (LLMs) can be copied, modified, and redeployed behind black-box APIs, making post-release ownership verification difficult. Existing black-box fin…