How Can I Hover over on an invisible button using selenium webdriver?

There is an invisible button on my webpage which becomes visible when a mouse hover is done on the element. What I Have to do is

Hover over the element

when I run selenium scripts it fails when reaches to invisible element.How can I find that invisible button and how to hover