What antivirus do you use?
Avast
Avast is known to give false positives in regard to advertisements here. That's not to say we've never had a shitty ad that redirected or tried to give someone malware (those few days with the really bad ad publisher after Adsense sucked), but those are few and far between.
The worst that will likely happen is a redirect if you're on mobile.