You can use the Remote Desktop Gateway plug-in to ensure secured access of Remote Desktop connection with multifactor authentication. The plug-in must be installed on Remote Desktop Gateway.
Section 2.1, Configuring Remote Desktop Gateway Plug-in
Section 2.2, Configuring Remote Desktop Client
Section 2.3, Configuring Advanced Authentication Appliance