Licensing it as public domain means that someone else (even from another website) can take the image and claim it as their own, using it however they like, even in circumstances that you don't agree with.
I think it's a mistake to license them as public domain. If you want them to be freely used elsewhere but with attribution, then it's better to use the creative commons license.