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Oct 12 · Monday

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  1. AttacksarXiv 2609.01023

    Akrasia:针对推理型代码 LLM 的隐蔽后门攻击

    提出隐蔽后门攻击 AKRASIA,在推理代码模型提示中植入触发器并伪装思维链

    Published
    Evaluated models
    Claude-Sonnet-5, GPT-5.5, Gemini-3.5-flash and others7

    Abstract论文针对推理代码大模型提出了隐蔽推断期后门攻击 AKRASIA,揭示了模型思维链可被利用进行欺骗性伪装的安全隐患。

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  2. 研究复现五个前沿模型的包名幻觉:跨模型共同幻觉 127 个包名,53 个仍可被注册

    复评前沿模型代码生成中的包名幻觉与抢注攻击面

    Published
    Evaluated models
    Claude Sonnet 4.6, Claude Haiku 4.5, GPT-5.4-mini and others5

    Abstract评估显示前沿模型包幻觉率收窄但威胁仍在,作者识别出跨模型通用攻击面并呼吁联合防御。

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