I looked up niphilim (which only occurs in the plural in the OT) in Klein's etymology dictionary of Hebrew, and it's basically origin unknown. It has been suggested that it is related to a root that means 'to fall' which is probably a folk etymology.

Ceci n'est pas un seing.