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Home/Authors/Huining Cui

Huining Cui

1 indexed paper

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26

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Crypto×1Databases×1

Frequent co-authors

Wei Liu1×

Research Timeline

2026
Needle-in-RAG: Prompt-Conditioned Character-Level Traceback of Poisoned Spans in Retrieved Evidence

The paper introduces RAGCharacter, a forensic framework that enables black-box, character-level traceback to pinpoint the exact poisoned span in retrieved evidence responsible for a misgeneration event in Retrieval-Augmented Generation (RAG).

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Papers

cs.CRcs.DBRecentMay 3, 2026

Needle-in-RAG: Prompt-Conditioned Character-Level Traceback of Poisoned Spans in Retrieved Evidence

Huining Cui, Wei Liu

The paper introduces RAGCharacter, a forensic framework that enables black-box, character-level traceback to pinpoint the exact poisoned span in retrieved evidence responsible for a misgeneration even…

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