I believe the best method is to blacklist the driver because if you need to use it in the future you simply unblacklist it and you are back online.
Run this command and it will tell you the driver your device is using:
lspci -nnk | grep -iA2 net
then run:
echo "blacklist driver name" | sudo tee -a /etc/modprobe.d/blacklist.conf
You put your devices driver name in the command were driver name is now.
To unblacklist the driver run:
sudo sed 's/blacklist driver name//' -i /etc/modprobe.d/blacklist.conf
please note that your driver name will not have any spaces in it.