https://x7peeps.com/tags/%E6%95%8F%E6%84%9F%E4%BF%A1%E6%81%AF%E8%BF%87%E6%BB%A4/index.htmlHugozh-CNThu, 09 Jul 2026 01:55:57 +0000https://x7peeps.com/AI/08-%E5%AE%89%E5%85%A8%E4%B8%8EAI%E8%9E%8D%E5%90%88/Agent%E8%AE%B0%E5%BF%86%E7%B3%BB%E7%BB%9F%E5%AE%89%E5%85%A8%E6%B1%A1%E6%9F%93%E9%98%B2%E6%8A%A4%E6%B3%84%E9%9C%B2%E6%A3%80%E6%B5%8B%E4%B8%8E%E6%9D%83%E9%99%90%E9%9A%94%E7%A6%BB/index.htmlThu, 09 Jul 2026 01:55:57 +0000https://x7peeps.com/AI/08-%E5%AE%89%E5%85%A8%E4%B8%8EAI%E8%9E%8D%E5%90%88/Agent%E8%AE%B0%E5%BF%86%E7%B3%BB%E7%BB%9F%E5%AE%89%E5%85%A8%E6%B1%A1%E6%9F%93%E9%98%B2%E6%8A%A4%E6%B3%84%E9%9C%B2%E6%A3%80%E6%B5%8B%E4%B8%8E%E6%9D%83%E9%99%90%E9%9A%94%E7%A6%BB/index.htmlAgent 记忆系统安全：污染防护、泄露检测与权限隔离 AI Agent 的记忆系统是其智能行为的核心基础设施。短期记忆（上下文窗口）让 Agent 理解当前对话，长期记忆（向量数据库、结构化存储）让 Agent 跨会话积累知识和经验。然而，记忆系统也是 Agent 安全架构中最薄弱的环节之一——一旦记忆被污染，Agent 的行为将在后续所有交互中持续偏离预期，形成"认知层面的后门"。