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Oct 12 · Monday

All papers

Found 1 paper
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Attack technique

Dormant triggers1

Impact

Output manipulation1

System component

Memory9RAG4Fine-tuning and open weights7Embeddings1Multimodal5
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Attack technique：Dormant triggersImpact：Output manipulationSystem component：EmbeddingsClear all

Another 261papers do not have category tags yet and are not included in filtered results.

  1. AttacksarXiv 2512.01335

    EmoRAG 研究揭示 RAG 检索对表情符号扰动的脆弱性

    提出 EmoRAG，向查询与知识库注入同一表情以劫持 RAG 检索

    arXiv
    2512.01335
    Published
    Layer
    Application layer
    Setting
    LLM applications
    Evaluated models
    SPECTER, Contriever, Qwen2-7B and others11
    AbstractEmoRAG 用表情联动查询与库文本。

    EmoRAG 测量 RAG 对符号扰动的反应：同一表情同时出现在查询和库文本里时，检索会偏离语义匹配。作者要检查的是，检索是否真由语义相关性决定。

    Paper analysisRead analysis
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