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Traditional firewalls only block known threats. This system detects any anomalous behavior — including zero-day attacks — without requiring labeled data.

Ongoing research into AI agent framework security identified an exploit chain in AutoGen Studio (AutoGen’s open-source prototyping user interface) that allows untrusted web content rendered by a ...

此前七篇文章，我们构建了一个功能完备的 Agent 框架：多渠道接入、自主推理、技能注入、多智能体协作、长短期记忆以及安全的工具沙箱。然而，所有这些能力若缺少一个坚实的安全底座，就无法真正应用于企业环境。企业 Agent 与个人助手最根本的区别在于信任模型：前者默认不信任任何人，后者默认信任机主。