A site called wallpart.com is selling art gathered from around the internet! They seem to work like Pinterest, where somebody goes around and snags the URLs or whatever and then asks the site to print it.

What I can say somewhat optimistically is this: Most of the artwork they've taken is not watermarked. So, if you're not doing it already, watermark your art, or whatever you have to do to make it harder to steal!