Mine did the same thing, I took the spoiler off, used some silicone around all the bolt holes, and got some 1/2 foam (peel and stick kind) and ran it around the edges of the spoiler (probably 1" in from the actual edge)

You cant tell anything is under the spoiler (no visible foam) and it fixed my rattling problem.