Just put it in a pocket on the bag. There's not much of a chance they would find the key and open it before you got there.

You could also put it in your shoes as you send those through, tie it to a shoelace or whatever.

I don't think they will spend the time looking for a key and open the bag, they will just yell whose bag is this, where's the key if they need to open it.