Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging

Lin Lu, Zhigang Zuo, Ziji Sheng +1

Model merging has emerged as a promising approach for updating large language models (LLMs) by integrating multiple domain-specific models into a cross-domain merged model. Despite…