To easily change the security profile of a network connection, use Powershell:

# List network connections to find the Interface Alias
Get-NetConnectionProfile

# Set the profile to Private for a specific network (Other options are Public and Domain)
Set-NetConnectionProfile -InterfaceAlias "Network_Alias" -NetworkCategory Private