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Oct 13 · Tuesday

All papers

Found 1 paper
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System type

Models and APIs1coding agent0

Attack surface / entry point

User input6Distribution channels1Inference services and hardware13

Layer

Model layer5Application layer22Training and data layer10Infrastructure layer1
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System type：Models and APIsSystem type：coding agentAttack surface / entry point：Distribution channelsLayer：Infrastructure layerClear all

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  1. AttacksarXiv 2605.08313

    研究者提出 SeedHijack 攻击，劫持 LLM 采样随机数种子

    提出 SeedHijack，劫持采样 PRNG 以强制选定 token

    arXiv
    2605.08313
    Published
    Layer
    Infrastructure layer
    Setting
    Models and APIs
    Evaluated models
    GPT-2 (124M), Qwen2-1.5B-Instruct, DeepSeek-R1-1.5B and others5
    Abstract采样层 PRNG 被替换以强制选 token。

    SeedHijack 把 LLM 采样用的 PRNG 输出换成攻击者选定的数，从而指定下一个 token。权重、输入和 logits 都不改。防御是用硬件 QRNG 替换该随机源。

    Paper analysisRead analysis
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