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Oct 13 · Tuesday

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Found 1 paper
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Attack technique

Gradient and representation optimization1

Impact

Data and privacy leaks1

System type

Multi-agent systems1
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Attack technique：Gradient and representation optimizationImpact：Data and privacy leaksSystem type：Multi-agent systemsClear all

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  1. AttacksarXiv 2603.11132

    WebWeaver: Breaking the topology confidentiality of LLM multi-agent systems via covert context inference

    Propose WebWeaver, which compromises only a single agent and recovers the multi-agent communication topology from conversation context.

    arXiv
    2603.11132
    Published
    Layer
    Application layer
    Setting
    Multi-agent systems
    Evaluated models
    Llama 3.1 8B, Qwen 2.5 7B, Mistral NeMo 12B and others6
    AbstractWebWeaver infers topology from context.

    WebWeaver is an inference attack against the confidentiality of LLM-MAS communication topology: it controls only one arbitrary agent and recovers the full graph from dialogue context, rather than querying agent IDs.

    Paper analysisRead analysis
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