I didn't secure our changing pad to the dresser (IKEA Hemnes); we had the one that was a top pick in the 2009 edition of Baby Bargains - Kooshee brand, I think.

It was made of the same material as a Bumbo seat, but a little squishier, so it never slipped. Also, I never left DD on it by herself. DH, on the other hand ...