The response to this is on the tip of my tongue, and perhaps it had better stay there.
Tapping 'Close' would no doubt allow the perpetrators to unload their filth and rubbish into the phone.
For those to whom this type of pop-up is new, tap Recents and swipe it away, and add the site name to your broadband shield.