A few of those images on that page are not from sites like Pinterest or imgur. That could be where there's the potential issue lies as there's nothing stopping the other site from changing the image, and you'd probably find the original site has an unsecure page. Great example would be one of those images you click to view, it has a jpg link so it looks legit, but then you get a gnome meme image instead.