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Oct 12 · Monday

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  1. DefensesarXiv 2610.05241

    StateWise:在 Agent 执行动作前诊断并修复持久操作状态

    提出 StateWise,在编码智能体行动前诊断并修复失效持久状态

    Published
    Evaluated models
    GPT-5.6-sol, DeepSeek v4 Pro, Qwen 3.7 Max and others4
    AbstractStateWise 在动作前修复失效的持久前提。

    StateWise 是在执行带副作用的动作之前,诊断并修复编码智能体持久操作状态的框架。

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  2. DefensesarXiv 2609.38983

    The paper proposes an Approval Laundering taxonomy and empirically shows that Claude Code's approval and execution binding fails

    形式化编程 Agent 的审批洗白并提出 HMAC 权能令牌防御

    Published
    Evaluated models
    Claude Code (v2.1.197, opus[1m] / claude-sonnet-5-ccmax), Codex CLI (@openai/codex v0.154.0)

    Abstract系统揭示编程智能体审批洗白风险,提出七字段权能防御机制,证实其能消除身份时序偏离但难防副作用偏离。

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  3. 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

    Published
    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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