Someone who pushes the "nothing to hide" argument probably wouldn't understand the implication of your response. I suggest a different approach: say "Okay, in that case what prescriptions are you taking, how much money do you have in your bank account, and how often do you have sex? After all, you have nothing to hide right?"
That also puts them on the defensive side of the argument.