Cloudflare 推出身份感知 AI Gateway 与 User Insights，为每个请求绑定经 Access 验证的用户身份，并基于账户自身历史行为建立基线，识别偏离正常模式的异常会话。
该功能现处于开放测试阶段，User Insights 已向所有 AI Gateway 客户免费开放。
其异常检测以近 30 天会话成本 p95 为基准，超过 2 倍即标记为可疑行为。
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Cloudflare Captures Out-of-Control AI Behavior Using Identity-Aware Analysis
Cloudflare has launched the identity-aware AI Gateway and User Insights, which bind each request to a user identity verified through Access and establish a...
Today AI Intelligence Brief
Cloudflare has launched the identity-aware AI Gateway and User Insights, which bind each request to
a user identity verified through Access and establish a baseline based on the account's own historical behavior to identify sessions that deviate from normal patterns. This feature is currently in open beta, and User Insights is available free of charge to all AI Gateway customers. Its anomaly detection is based on the 95th percentile of session costs over the past 30 days, and any session exceeding twice this amount is flagged as suspicious behavior.
资讯正文 · AI 整理
Intelligence Assessment
Aioga 编辑摘要
Cloudflare 推出身份感知 AI Gateway 与 User Insights，将经 Access 验证的用户身份绑定到每个请求，并依据账户自身历史行为建立基线，以发现偏离正常模式的异常会话。
背景分析
该功能目前处于开放测试阶段，User Insights 已向所有 AI Gateway 客户免费开放。异常检测参考近 30 天会话成本的 p95，超过该基准 2 倍的会话会被标记为可疑行为。
Aioga 观点
Aioga 判断，此次更新的重点是把用户身份、请求记录和账户历史基线结合起来，使异常分析能够定位到具体会话。值得关注的是，成本阈值只能表明行为偏离，并不等同于确认存在失控行为。
影响与后续
对 AI Gateway 客户而言，该功能可能帮助其从账户历史成本分布中筛查异常会话，并按已验证身份追踪相关请求。由于材料未说明标记后的自动处置能力，可疑结果仍需结合具体会话进一步核查。 使用者可在开放测试期间评估 User Insights 的异常标记是否符合自身业务情况，重点复核超过近 30 天会话成本 p95 两倍的会话，并观察身份绑定与历史基线对排查异常请求的实际帮助。
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Ingestion channel: Summary aggregation · Source domain: blog.cloudflare.com
Source: Cloudflare Blog
Original link: Open original source
Aioga archive: Open intelligence page
Content record: summary-fallback · Updated: 2026-08-05T13:00:00.000Z
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