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Oct 12 · Monday

All papers

Found 4 papers
Filter4

Attack type

Prompt injection4Poisoning and backdoors4

Defense type

Detection and filtering10Instruction–data separation9Permissions and approval12Monitoring and auditing4

Impact

Unauthorized actions3

System type

AI Agent4

Attack surface / entry point

User input11Web pages and interfaces6Documents and messages7Tool responses14Tool and skill descriptions5Memory writes1Distribution channels3

Layer

Application layer4

System component

MCP and skills3Monitors4
Select any value within a category; different categories must all match. Counts include the other filters you have selected.Another 233papers have no tags yet and are not included in filtered results.
Defense type：Monitoring and auditingAttack surface / entry point：Memory writesAttack surface / entry point：Distribution channelsLayer：Application layerClear all

Another 233papers do not have category tags yet and are not included in filtered results.

  1. DefensesarXiv 2608.21101

    ClawSentry：面向自主 LLM Agent 的渐进式多层安全监控网关

    提出 ClawSentry 多层监控网关，在技能准入和运行时拦截恶意技能与隐藏指令

    arXiv
    2608.21101
    Published
    Layer
    Application layer
    Setting
    coding agent
    Evaluated models
    Codex/GPT-5.4, Codex/GPT-5.5, Claude Code/GLM-5.1 and others6
    AbstractClawSentry 用包准入、三级运行时门控和反绕过，压低 skill 攻击并保住干净任务。

    ClawSentry 是挂在智能体运行时之外的安全监督网关，用来同时盖住 skill 执行的多个生命周期边界，并把已被拒绝的效果记到会话里。

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  4. DefensesarXiv 2605.17380

    Uber proposes ADR enterprise-level agent detection system, deployed on 7,200 hosts for ten months

    提出企业级检测系统 ADR，识别编程 Agent 的提示注入与恶意 MCP

    arXiv
    2605.17380
    Published
    Layer
    Application layer
    Setting
    coding agent

    Abstract提出了端点因果遥测、两级在线分流与离线红队闭环的 ADR 系统，并在生产环境中验证了有效性。

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