Dong Qi

ErrorTrace: A Black-Box Traceability Mechanism Based on Model Family Error Space

The open-source release of large language models (LLMs) enables malicious users to create unauthorized derivative models at low cost, posing significant threats to intellectual property (IP) and market stability. Existing IP protection methods either require access to model parameters or are vulnera…