That HTTPS supposedly keeps out ads like this was one of Google's selling points for suggesting HTTPS to publishers. I was expecting this article to end with "and that is why all sites should be running HTTPS now".
5% is a lot. If HTTPS reduces this number to 1%, it might be worth the change.