If they have been blind since birth they have no real reference to sight in the true sense. Their memories, dreams etc are creations of how they perceive the world using the other senses. Perhaps if the centres of their brain normally responsible for sight are stimulated they may experience something in the way of colours, but without a reference to actual light stimulation that a normal person has I imagine it would be different than a swirl of fractals.
I'd be interested to hear otherwise from some one more knowledgable though
Edit.
https://mindhacks.com/2009/11/18/do-blind-people-hallucinate-on-lsd/
There you go, it seems only those with a previous history of sight had hallucinations