VMs Only Available Inside Corp Network

Hi,

I have setup a Virtual Network and assigned/created a VM to the Virtual Network.

The VM works fine and is able to connect to our on premises network.

The VM is accessible via the internet though.  The VM is intended to be Dev/Test and should not be accessible via the internet. How can I setup an Azure VM to act as a VM inside of our corporate firewall? Thanks.