Automated Detection of Pre-training Text in Black-box LLMs

Ruihan Hu, Yu-Ming Shang, Jiankun Peng +3

Detecting whether a given text is a member of the pre-training data of Large Language Models (LLMs) is crucial for ensuring data privacy and copyright protection. Most existing met…