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Oct 12 · Monday

All papers

Found 3 papers
Filter2

System type

Models and APIs3

Attacker access

Black-box37Gray-box3White-box13No-box (offline transfer)3

Attack surface / entry point

User input3Images, audio and video3

System component

Multimodal3
Select any value within a category; different categories must all match. Counts include the other filters you have selected.Another 305papers have no tags yet and are not included in filtered results.
Attacker access：No-box (offline transfer)Attack surface / entry point：Images, audio and videoClear all

Another 305papers do not have category tags yet and are not included in filtered results.

  2. AttacksarXiv 2602.09431

    Grounding 驱动的攻击：提升基于编码器的对抗攻击对大型视觉语言模型的迁移性

    提出 GDA，将图像对抗扰动对齐文本接地证据并迁移攻击视觉语言模型

    arXiv
    2602.09431
    Published
    Layer
    Prompt layer
    Setting
    Models and APIs
    Attacker
    No-box (offline transfer)
    Evaluated models
    LLaVA, Qwen2.5-VL, InternVL3 and others10
    AbstractGDA 把扰动对准文本接地证据，作者称这提高了异构 LVLM 上的零查询黑盒迁移性。

    GDA 是面向异构 LVLM 的零查询黑盒编码器迁移攻击。。

    Paper analysisRead analysis
  3. AttacksarXiv 2508.06837

    Prometheus：针对文生图扩散模型的免训练提示词窃取攻击

    提出 Prometheus，从展示图反推文生图模型的在售提示词

    arXiv
    2508.06837
    Published
    Layer
    Model layer
    Setting
    Models and APIs
    Attacker
    No-box (offline transfer)
    Evaluated models
    Midjourney, Leonardo.ai, DALL·E and others4
    Abstract训练无关的 proxy 搜索攻击。

    Prometheus 是针对文生图市场 showcase 的训练无关提示词窃取：攻击者看不到在售文本，只用本地开源 proxy 恢复 subject 和 modifier，并希望换 subject 后风格仍在。

    Paper analysisRead analysis
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