It does. Google goes after them as well. However, there is generally a large delay before they manage to take them down and verification is always done post-display and not pre-display. You can report bad adverts at https://support.google.com/adwords/contact/feedback?hl=en and Google will eventually get to them, usually after their account balances have run down a bit. There's definitely no sign of any urgency on that front.