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Home/Authors/Guanyu Wang

Guanyu Wang

1 indexed paper

Recent (6 mo)
1
With code
0
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Publications per year

1
26

Top categories

Crypto×1

Frequent co-authors

Ziye Wang1×
Kailong Wang1×

Research Timeline

2026
RefineRAG: Word-Level Poisoning Attacks via Retriever-Guided Text Refinement

RefineRAG introduces a novel word-level poisoning framework that significantly enhances knowledge poisoning attacks against RAG systems, achieving state-of-the-art effectiveness and transferability to black-box environments.

Highlighted terms show continued research focus across papers

Papers

cs.CRRecentApr 8, 2026

RefineRAG: Word-Level Poisoning Attacks via Retriever-Guided Text Refinement

Ziye Wang, Guanyu Wang, Kailong Wang

RefineRAG introduces a novel word-level poisoning framework that significantly enhances knowledge poisoning attacks against RAG systems, achieving state-of-the-art effectiveness and transferability to…

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