Antti Koskela
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2026
Membership Inference Attacks for Retrieval Based In-Context Learning for Document Question Answering
This paper demonstrates that retrieval-augmented in-context learning systems for document QA are vulnerable to membership inference attacks, proposing novel black-box methods that exploit query prefixes to distinguish training data members.
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