Yeah, I think past undiagnosed cases account for most of the present "increase."
As for blaming vaccines, I think it will eventually fall away once we have a better understanding. We'll look back and say, "How could we have ever thought vaccines caused autism??" But for the time being, I guess we need our scapegoat.