For us rolling out the Group Policy company-wide probably solves this issue until it gets fixed by Microsoft:
Local Computer Policy> Computer Configuration > Administrative Templates > Windows Components > Remote Desktop Services > Remote Desktop Session Host > Remote Session Environment > Enforce Removal of Remote Desktop Wallpaper - set to Enabled