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Oct 12 · Monday

All papers

Found 4 papers
Filter5

Attack type

Prompt injection4

Attack technique

Gradient and representation optimization0Automated search4Encoding and obfuscation4Conversation structure manipulation0Defense-targeted4Dormant triggers3Selection manipulation3

System type

Models and APIs4LLM applications5AI Agent18coding agent4web agent4

Attack surface / entry point

User input3

Layer

Application layer3
Select any value within a category; different categories must all match. Counts include the other filters you have selected.Another 254papers have no tags yet and are not included in filtered results.
Attack type：Prompt injectionAttack technique：Gradient and representation optimizationAttack technique：Conversation structure manipulationAttack technique：Defense-targetedSystem type：coding agentClear all

Another 254papers do not have category tags yet and are not included in filtered results.

  3. AttacksarXiv 2609.18217

    研究：跨通道碎片化攻击可绕过 MCP 单通道防御

    提出跨通道分段攻击，利用 MCP 隐式信任外发敏感文件

    arXiv
    2609.18217
    Published
    Layer
    Application layer
    Setting
    coding agent
    Evaluated models
    GPT-4o, GPT-4o-mini, GPT-5.4 and others15

    Abstract论文揭示了 MCP 多通道隐式信任层级，通过跨通道分段与协议级利用突破现有防御，展示了严重的凭证外发风险。

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  4. 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

    arXiv
    2609.01023
    Published
    Layer
    Prompt layer
    Setting
    coding agent
    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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