And it appears that one of Safari's new features allows people to block fraud-focused JavaScript.
We tested a scam-site and after a few attempts to dismiss the JavaScript dialog, Safari included a prompt to "Block Alerts". We were then easily able to close the page.
Kudos Apple! Looking forward to seeing this in iOS 9's general release.