Haha. Apparently yes. I thought of the character Malcolm and I was like "hmm...I swore the family had a surname?" I googled and I think they only mentioned the name in the pilot. Source: http://www.imdb.com/title/tt0212671/faq?mode=desktop#.2.1.3
So technically they are the Wilkersons... Though nobody would really know that.