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SIREN

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20:44
2026-07-27
promptcube3.com
large-language-models

SIREN: Manipulating LLM Web-RAG Rankings

The SIREN framework demonstrates that attackers can manipulate web-augmented large language models (LLMs) by editing a single retrieved webpage to achieve the #1 ranking in retrieval-augmented generat…

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