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If you do need to expose RDP to the public then please use a proxy like Guacamole. It provides a secure web interface to your internal servers without exposing them to the public. You can then connect from Guacamole via RDP, VNC, SSH, etc to the machines/VMs.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.