Lawyer and professor, Daniel Solove, wrote an essay called "'I've Got Nothing To Hide' and Other Misunderstandings Of Privacy" back in 2007 for the San Diego Law Review. Even though it's a bit long, I found his arguments very sound and logical.
http://scholarship.law.gwu.edu/cgi/viewcontent.cgi?article=1...