Removing kitchen backsplash...?

I want to get rid of old ceramic tile backsplash in my kitchen and instead of putting up new tile just paint the wall behind it. Once I remove the tile how should I get rid of the adhesive? I was thinking about sanding if but sheetrock is so thin I didn't want to sand through it and have to replace it. Has anyone else done this before? What worked?