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Oct 12 · Monday

All papers

Found 7 papers
Filter3

Attack type

Jailbreaks5

Attack technique

Gradient and representation optimization3Automated search8Multi-turn escalation6Encoding and obfuscation14Role-play and persuasion5Conversation structure manipulation2Cross-modal payloads7Side channels0Defense-targeted3Dormant triggers6

Impact

Harmful content5

System type

Models and APIs6

Attack surface / entry point

User input6

Layer

Prompt layer6

System component

Guardrails and judges3
Select any value within a category; different categories must all match. Counts include the other filters you have selected.Another 262papers have no tags yet and are not included in filtered results.
Attack technique：Role-play and persuasionAttack technique：Conversation structure manipulationAttack technique：Side channelsClear all

Another 262papers do not have category tags yet and are not included in filtered results.

  2. Evaluation and benchmarksarXiv 2607.14493

    LogInject 框架披露 LLM 日志分析中的被动提示注入

    提出 LogInject 框架，评测日志分析中的被动提示注入及缓解

    arXiv
    2607.14493
    Published
    Layer
    Application layer
    Setting
    LLM applications
    Evaluated models
    GPT-4o, Claude 3.5 Sonnet, Llama-3-70B-Instruct

    Abstract论文评估了 LLM 日志分析中的上下文污染风险，提出分片拼接等攻击与三层防御，指出必须结合架构隔离与人工介入。

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  4. Evaluation and benchmarksarXiv 2606.02630

    MultiTurnPSB

    构建 MultiTurnPSB，评测四轮医疗越狱与分类器输入防御

    arXiv
    2606.02630
    Published
    Layer
    Prompt layer
    Setting
    Models and APIs
    Evaluated models
    GPT-4.1-mini, Claude Sonnet 4.5
    Abstract多轮攻击加剧医疗模型风险，分类器干预有效但受高误报率制约。

    MultiTurnPSB 针对患者端医疗大模型在持续交互中的安全风险，构建了包含三种攻击模态的四轮对抗评测基准。

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