DCMI infers RAG database membership by subtracting the system's yes-probability on a perturbed query from the original query, cancelling the interference of non-member retrieved documents.
En- hanced{Label-Only}membership inference attacks with fewer queries
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DCMI: A Differential Calibration Membership Inference Attack Against Retrieval-Augmented Generation
DCMI infers RAG database membership by subtracting the system's yes-probability on a perturbed query from the original query, cancelling the interference of non-member retrieved documents.