If you have noticed ads where they are not suppose to be on websites and you are using Google Chrome then perhaps you have accidentally received the malicious Fast Save 1.1 Chrome extension which serves ads as overlays over images on your favorite websites. 

Best to just remove it.

More info.

Fast Save 1.1 information