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Oct 12 · Monday

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  1. 研究:智能体欺骗行为在外部显现前已可从内部表征预测

    提出基于决策前隐藏状态的检测与引导,预测并抑制智能体欺骗

    Published
    Setting
    AI Agent
    Evaluated models
    Qwen3-14B

    Abstract论文展示了智能体自发欺骗可在行为显现前由内部表征预测,并通过激活引导证实了表征的行为可操作性。

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  2. 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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