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Since we now have a nice server certificate in the Windows Certificate Store, I figured I might as well use it to secure more services that run of off this machine. The most obvious service is of course the channel by which the machine is managed: Remote Desktop Protocol (RDP). Based on the docs, RDP does support SSL (TLS1.0). The installed certificate can be configured with the Remote Desktop Session Host Configuration. While at it, I also selected to only use SSL (TLS 1.0), and High Encryption level:
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