Legacy .NET Framework version is now available as a standalone installer for applications that require it on newer versions ...

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2025年12月，国内某知名短视频平台遭受了黑灰产的网络攻击。黑灰产使用了高度产业化自动化的攻击链进行攻击，平台的安全检测与封禁机制不堪重负以致基本失效，最终只能关闭直播通道来抵抗攻击。这也表示攻击方已迈入自动化、规模化、组织化时代，防守方单纯依靠传统规则引擎加人工辅助处置的半自动化防御体系已无法适应新的形势，亟需借助新技术（如AI）进行相应的能力升级。

Microsoft has announced the retirement of Microsoft Defender Application Guard (MDAG) for Windows 11 as part of its broader shift in security architecture.