Ummmmmmmmmmmmm
Tighten the side screw on the knobs themselves, unless theyre the whole pot, then do like Elcid said..............except the whole purse thing...........
you can hold onto it if ya want too

If they dont have sidescrews, a drop of super glue works good!
Youre not going to break em taking em off.