It's likely just a rogue ad, a screenshot would help tremendously in tracking it down.
Oh, and Firefox sucks. Especially as it relates to malware and phishing issues.
Been using FF for years, don't have any issues with the right add ons.
I don't get any of the ads that come with this site or any other on.
Cookie blocker lets me see plenty of paywall sites for free.