How do I do a DNA paternity test without my father knowing?

I recently found out that my mother had a relationship with someone and me and this person have far more in common both in personality and bodily characteristics than me and my father. I want to do a DNA test to make sure before I confront her about it, however I do not want to hurt my father in any way by doing so, is there any way I can do this to know for sure?