Differentiation-Based Extraction of Proprietary Data from Fine-Tuned LLMs

Zongjie Li, Daoyuan Wu, Shuai Wang +1

The increasing demand for domain-specific and human-aligned Large Language Models (LLMs) has led to the widespread adoption of Supervised Fine-Tuning (SFT) techniques. SFT datasets…