Oliver Bozanic scored inside two minutes at the Kilmac Stadium at Dens Park and Steven Naismith added a second goal for Craig Levein's men.
Calvin Miller missed a 22nd-minute penalty for the Dark Blues and Steven MacLean grabbed the clincher just a minute after half-time.
