I use the good, round bungies like these, 4 of them:



The generic rubber bungies will go to waste in the sun quickly. I also run a cable lock through my tire so it is secured to the rack. I've never had a problem with it moving around or bouncing.

If bungies leave you paranoid, then ratchet straps are the best.

Bart