Auditing Data Provenance in LLM Fine-tuning via Intrinsic Distributional Fingerprints

Zirui Huang, Yunlong Mao, Wei Tong +3

The proliferation of customized Large Language Models (LLMs) poses critical risks of Data Intellectual Property (Data IP) infringement via unauthorized fine-tuning on proprietary d…