remove keydown eventListener

I have the following eventListener:

window.addEventListener("keydown", function(e) {
    if(["Space","ArrowUp","ArrowDown"].indexOf(e.key) > -1) {
        e.preventDefault();
    }
}, false);

How can I romve it?