If this doesn't work for you for fastboot (wasn't working for me), try putting this in 50-android.rules:
Code:
SUBSYSTEMS=="usb", ATTRS{idVendor}=="18d1", ATTRS{idProduct}=="d00d", MODE="0666", OWNER="owner"
Where owner is your username.
And reload your udev rules: