The Shape of Ownership: Verifying LLM Provenance through Semantic Structures

Zhongrui Sun, Jiahao Chen, Oubo Ma +4

As large language models (LLMs) are increasingly redistributed, adapted, and served behind opaque APIs, model ownership can no longer be established reliably by inspecting model in…