[thedingwing]

I think the difference is:

iPhoto says "This is a face. Would you like to type in who it is?" And Alice would type in "Bob".

Whereas Facebook uses Bob's profile information to say "Is this a photo of Bob?", leaking Bob's identity to Alice.