Black-box membership inference attacks on retrieval-based in-context learning for document QA succeed via query prefixes, with a novel weighted-averaging method outperforming priors even under paraphrasing.
Privacy- preserving in-context learning with differentially private few-shot generation
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Membership Inference Attacks for Retrieval Based In-Context Learning for Document Question Answering
Black-box membership inference attacks on retrieval-based in-context learning for document QA succeed via query prefixes, with a novel weighted-averaging method outperforming priors even under paraphrasing.