Put all of your clothes in ziplock bags - either by outfit or type (i.e., underwear together, shirts together, etc.). Then close zipper most of the way and then squeeze out extra air. It saves you about 1/3 of the space.
In addition, if they have to open your luggage, they aren't touching your clothes and they can quickly pick up bags to glance through.
We do this every time now.