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Oct 12 · Monday

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  1. AttacksarXiv 2608.25776

    EvoMal 攻击利用自我进化编码 Agent 的自我投毒实现蠕虫式传播

    提出 EVOMAL,诱导自演化编码 Agent 在创建技能时自我投毒并蠕虫传播

    Published
    Evaluated models
    Devstral-Small-2, Gemma-4-31B-IT, Qwen3-Coder-Next and others7

    Abstract论文指出了自演化智能体模仿检索代码的自我毒化漏洞,提出 EVOMAL 攻击与防御,阐明了供应链新风险。

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  2. AttacksarXiv 2608.09577

    ElasticBack:通过触发词与规则耦合在 LLM Agent 技能中植入条件后门

    提出 ElasticBack,在单个 Agent 技能中植入条件后门

    Published
    Evaluated models
    GLM-5.2, MiniMax-M3, GPT-5.4 and others4
    AbstractElasticBack 用冻结规则加遗传搜索演化 trigger,在单 skill 上做条件后门。

    ElasticBack 是放在 LLM agent 单个 skill 里的条件后门攻击。。

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