I have this glitter foam and am rubbing it and it doesn't come off. I have my strip ready to make a headband but that is on my to-do list today
I'll post a pic when I get a chance to make it. You could probably do the spray adhesive just to make sure, but it doesn't flake off very easily.
Last week I bought some of the fabric glitter glue and tried it on ribbon....just too much work! The foam you can just cut up and in about 2 minutes you could be done.