Yes, it would be a big problem. It's called infringement and you can be sued for every penny you make off your album and then some.

Might even be criminal prosecution these days.

You'll need to change the name of the song, too.

If you plan on making a living off your talent you need to have an intellectual property attorney advise you on copyright and trademark infringement law.