What the F*ck Is With Janet Jackson???

3 of the pictures below show Janet Jackson at a signing for her new CD "Discipline" at the Virgin Megastore in Hollywood yesterday. But I've secretly snuck in an unrelated picture. Can you guess which one is the fake? I don't wanna say which one yet because it will ruin the surprise.