No, the problem is exclusive to autoplay (in fact, I recall youtube adding some click through pause into videos, but I don't see them now). I'm no advertiser, but simply introducing autoplay into the mix is kinda fraud imo.

With hindsight advertisers must be aware of fake likes and such too.