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Oct 12 · Monday

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  1. DefensesarXiv 2609.03438

    CONFLICTGUI 基准与 CONFLICTGUARD 框架:让多模态 GUI Agent 学会在冲突指令下终止执行

    提出 ConflictGuard,引导 GUI Agent 在冲突指令下终止执行

    Published
    Evaluated models
    UI-Venus-1.5-8B, UI-TARS-1.5-7B, OS-Atlas-Base-7B and others10
    AbstractConflictGUI 暴露 GUI 智能体的执行偏向过度服从,ConflictGuard 用条件转向提高冲突终止率。

    ConflictGuard用推理时的可行性核验和条件激活转向,让 GUI 智能体在指令不可行时终止,而不是盲执行。

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  2. DefensesarXiv 2606.22673

    Agent MechSuits:面向多轮 CLI Agent 的机制子空间安全引导

    提出 Agent MechSuits,对多轮 CLI Agent 做步级检测与子空间转向

    Published
    Evaluated models
    LLaMA-3.1-8B, Qwen-2.5-7B, Gemma-2-9B
    Abstract白盒步级探针加稀疏转向可压低三模型恶意动作,同时提高生成崩溃率。

    Agent MechSuits 是面向多轮 CLI 智能体的白盒、步级表示防御,并配有可执行轨迹基准 MAS。

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