Restrict Remote Desktop access to specific users to specific servers in a domain environment?
Restricted remote-desktop connection in domain enviroment for domain-user
Solution
To deny a user or a group logon via RDP, explicitly set the "Deny logon through Remote Desktop Services" privilege.
To do this access a group policy editor (either local to the server or from a OU) and set this privilege:
Start | Run | Gpedit.msc if editing the local policy or chose the appropriate policy and edit it.
Computer Configuration | Windows Settings | Security Settings | Local Policies | User Rights Assignment.
Find and double click "Deny logon through Remote Desktop Services"
Add the user and / or the group that you would like to dny access.
Click Ok.
Either run gpupdate /force /target:computer or wait for the next policy refresh for this setting to take effect.
Source