I am sure one could fake images, I would have no idea how to, and no reason to do so. 

With the plethora of editing software nowadays, from Paint to Photoshop to ..., this is increasingly easy.  One doesn't even have to resort to the simplistic approach that resulted in the Cottingly Fairies