EM-MIAs: Enhancing Membership Inference Attacks in Large Language Models through Ensemble Modeling

Zichen Song, Sitan Huang, Zhongfeng Kang

With the widespread application of large language models (LLM), concerns about the privacy leakage of model training data have increasingly become a focus. Membership Inference Att…