LUMIA: Linear probing for Unimodal and MultiModal Membership Inference Attacks leveraging internal LLM states

Luis Ibanez-Lissen, Lorena Gonzalez-Manzano, Jose Maria de Fuentes +2

Large Language Models (LLMs) are increasingly used in a variety of applications, but concerns around membership inference have grown in parallel. Previous efforts focus on black-to…