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Oct 13 · Tuesday

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Attack surface / entry point

User input7Memory writes0Images, audio and video1

Layer

Prompt layer3Model layer1Application layer3

System component

Reasoning chains1Vision6Audio5Image generation6Multimodal17
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Attack surface / entry point：Memory writesAttack surface / entry point：Images, audio and videoLayer：Model layerSystem component：Reasoning chainsClear all

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  1. DefensesarXiv 2602.11096

    Safety Recovery of Reasoning Models Only Needs a Few Early Steps of Guidance

    Proposes SafeThink, an inference-time defense that monitors the chain of thought and injects a redirect prefix when it falls below a threshold.

    arXiv
    2602.11096
    Published
    Layer
    Model layer
    Setting
    Models and APIs
    Evaluated models
    R1-Onevision-7B, OpenVLThinker-7B, VLAA-Thinker-7B and others6
    Paper analysisRead analysis
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