Where had Harry read the name Nicholas Flamel before?

Harry Potter read the name Nicholas Flamel in a book called "Secrets of the Dark Arts".

This book was in the Restricted Section of the Hogwarts Library, which Harry, Ron, and Hermione illegally accessed in the first book, *Harry Potter and the Sorcerer's Stone*.