MemHunter: Automated and Verifiable Memorization Detection at Dataset-scale in LLMs

Zhenpeng Wu, Jian Lou, Zibin Zheng +1

Large language models (LLMs) have been shown to memorize and reproduce content from their training data, raising significant privacy concerns, especially with web-scale datasets. E…