With jQuery you can disable it listening to the keydown event:
$(document).on("keydown",function(ev){
console.log(ev.keyCode);
if(ev.keyCode===27||ev.keyCode===122) return false
})
keycode 27 stands for the ESC key and 122 for the F11. This was tested in chrome, maybe for other browsers can be other number