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News/MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks
arxiv
PublishedMay 28, 2026 at 4:00 AM

MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks

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arXiv:2502.17832v4 Announce Type: replace-cross Abstract: Retrieval-augmented generation (RAG) has become a common practice in multimodal large language models (MLLM) to enhance factual grounding and reduce hallucination. Yet, its reliance on retrieval exposes MLLMs to knowledge poisoning attacks, i

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