There are artworks everywhere that you recognize, even if you know nothing about them. And if you do know something about them, chances are that it's wrong. Especially if the artist has been dead for a long time.
I do know the works of art listed, but since I've not had much art education, I didn't know the misconceptions. But I'm always open to learning something new. Read all 30 misconceptions about art at Cracked.