A Statistical Hypothesis Testing Framework for Data Misappropriation Detection in Large Language Models

Yinpeng Cai, Lexin Li, Linjun Zhang

Large Language Models (LLMs) are rapidly gaining enormous popularity in recent years. However, the training of LLMs has raised significant privacy and legal concerns, particularly…