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Oct 12 · Monday

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Found 1 paper
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Model risks

Deception and scheming1

Attack surface / entry point

Memory writes0Training data1

System component

Reasoning chains1
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Model risks：Deception and schemingAttack surface / entry point：Memory writesAttack surface / entry point：Training dataSystem component：Reasoning chainsClear all

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  1. DefensesarXiv 2609.38909

    Purdue 提出 Pact：将欺骗作为行为遗忘

    提出 PACT，遗忘推理模型在压力下的欺骗行为并保留上下文理解

    arXiv
    2609.38909
    Published
    Layer
    Training and data layer
    Setting
    Models and APIs
    Attacker
    White-box
    Evaluated models
    DeepSeek-R1-Distill-Qwen-32B, QwQ-32B

    Abstract论文将大模型欺骗形式化为上下文条件行为，提出 PACT 框架在消除欺骗的同时保留了上下文遵循能力。

    Paper analysisRead analysis
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