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Oct 12 · Monday

All papers

Found 5 papers
Filter3

Attack technique

Automated search13Encoding and obfuscation10Cross-modal payloads4Defense-targeted5Dormant triggers24

Impact

Output manipulation3

System type

Models and APIs3

Attacker access

Black-box3

Attack surface / entry point

User input3Images, audio and video3

System component

MCP and skills8Memory2Guardrails and judges18Monitors5Reasoning chains3Fine-tuning and open weights8Image generation3Multimodal4
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Attack technique：Defense-targetedSystem component：MemorySystem component：Image generationClear all

Another 261papers do not have category tags yet and are not included in filtered results.

  4. AttacksarXiv 2606.09084

    研究者提出 Context-Fractured Decomposition 攻击

    提出 CFD 跨会话分解攻击，利用工件来源缺口绕过工具型 Agent 的本地检查

    arXiv
    2606.09084
    Published
    Layer
    Application layer
    Setting
    AI Agent
    Evaluated models
    GPT-4.1, GPT-5-nano, Claude-3.5-Sonnet and others6
    AbstractCFD 用无指令 artifact 把越狱拆到跨会话。

    CFD针对工具型 LLM 智能体：利用 artifact 来源不被跟踪这一部署失败模式，把有害目标拆开后延迟组合。

    Paper analysisRead analysis
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