Changkang Chi

PISA: Privacy-Preserving Split Adaptation with Model IP Protection

Fine-tuning Large Language Models (LLMs) enables data holders to construct proprietary, task-specific models by leveraging external high-performance computing infrastructure. However, existing paradigms typically address data privacy and model intellectual property (IP) in isolation, failing to simu…