I got this notice a couple of months ago, and it looks real!
I had left the room for a few minutes while my Firefox browser was running with the active tab on my favorite commercial weather site showing current conditions. This page refreshes to push new data every few minutes.
When I walked back into the room I noticed that it had navigated to a new page. All by itself. Highly unusual behavior, so it was immediately suspect. After looking it over, I hit the power off switch on my power supply. Done!
This weather website is on my whitelist of trusted websites to run scripts. To support the website as a regular user, I had recently started allowing the site to display ads by whitelisting the site in my adblocker.
Seems that was a mistake... no more ads!
So then I researched this particular fake update and ran across the same info as the OP has linked above.
Since this is a "malvertising" exploit, I can only assume that the website's 3rd party ad broker unknowingly cycled a "bad" display ad into my active web page on a refresh, which redirected the browser to the exploit page. Hmm...