No, just as the Dumpshock guys said, you aren't making an item "magical" by attuning it nor imbuing it.
Immunity To Normal Weapons is very specific, "...weapon foci, spells, and adept or critter powers function normally." Attuned weapons, even Imbued ones, are none of those.