The proper usb is listed in the menu you just need to move it to the top to boot first. Highlight the entry and use the plus and or minus keys to move it up or down in the list.
Edit: One other thing you might try is to turn secure boot back on and then clear all the secure boot keys then disable secure boot again after clearing the keys.