On the Effectiveness of Membership Inference in Targeted Data Extraction from Large Language Models

Ali Al Sahili, Ali Chehab, Razane Tajeddine

Large Language Models (LLMs) are prone to memorizing training data, which poses serious privacy risks. Two of the most prominent concerns are training data extraction and Membershi…