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Oct 12 · Monday

All papers

Found 2 papers
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Attack type

Jailbreaks55Prompt injection34Poisoning and backdoors11Model tampering1Extraction and theft1Detection evasion23Malicious use3

System component

MCP and skills3RAG7Guardrails and judges2Reasoning chains7Fine-tuning and open weights23Vision4Audio3Image generation6Embeddings5Multimodal13
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Attack type：Model tamperingAttack type：Extraction and theftSystem component：Guardrails and judgesClear all

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  1. DefensesarXiv 2610.03434

    Persona Guardrail：面向智能体系统的生产级防御框架

    提出 Persona Guardrail，强制客服智能体守住功能边界

    arXiv
    2610.03434
    Published
    Layer
    Application layer
    Setting
    AI Agent
    Attacker
    Black-box
    Evaluated models
    Qwen3-30B-A3B, Qwen3-VL-30B, Qwen3-8B and others5
    AbstractPersona Guardrail 用功能边界做同步输入输出校验，并在 PAGE 与生产延迟预算下给出评测。

    Persona Guardrail 是客服向智能体的同步运行时防御：先写明功能边界，再决定放行或拦截，而不是只检测某一攻击类。

    Paper analysisRead analysis
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