Cross-browser styling scrollbars

I know this is possible in IE and Opera.

And what can be done to add style to scrollbar in Chrome and Firefox?

(I need to style overflow:scroll, not browser scrollbars)

I know this can be done via jquery.

So should I desperately use JavaScript after detecting FF or Chrome?

Check out JScrollbar