If ghouls and ghosts are coming after you, don't look like prey. Look at the junk the partiers dropped. Is there a scary mask? Armbands? Beads?

Make a costume with it all, but not a friendly one. Imagine yourself a new, threatening, persona when you put it on.

Maybe the prey should become the predator.