Short of physically removing the Realtek hardware you'll not manage to remover the drivers. What you actually need to do is to disable the device:
Control Panel > Network and Sharing Centre > Change Adapter Settings (left hand menu)
On the page you can then right click on the adapter and disable it!
*I suspect this will fix your issue!