Li Xinyi

Ghost in the Transformer: Detecting Model Reuse with Invariant Spectral Signatures

Large Language Models (LLMs) are widely adopted, but their high training cost leads many developers to fine-tune existing open-source models. While most adhere to open-source licenses, some falsely claim original training despite clear derivation from public models, raising pressing concerns about i