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Oct 12 · Monday

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  1. DefensesarXiv 2610.08668

    SBW:面向 LLM 智能体的语义行为水印方法

    提出 SBW,为 LLM Agent 轨迹做抗改写与伪造的语义行为水印

    Published
    Setting
    AI Agent
    Evaluated models
    Qwen2.5-3B-Instruct, LLaMA-3.2-3B, Qwen2.5-7B and others5
    AbstractSBW 在语义簇上做溯源水印,改写检测高于精确符号,链式重放仍开放。

    SBW 是免训练的智能体行为水印,把所有者标识放在离散动作选择上,而不是输出 token。

    Paper analysisRead analysis
  2. DefensesarXiv 2609.31282

    基于区块链的 Agentic AI 框架:面向安全软件供应链的资源优化与能耗感知

    提出 AttestChain,将供应链安全智能体报告签名上链并据此控制发布

    Published
    Evaluated models
    GPT-class LLM
    AbstractAttestChain 将智能体报告与链上发布门控结合,现有证据来自受控合成构建的总体结果。

    AttestChain 是一个把 LLM 安全检查、智能体身份验证和许可链发布策略连接起来的软件供应链防御框架。。

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