Yu-Gi-Oh! » Rulings Q&A

if a card effect says that it can't be targeted for attacks and you don't have any other cards on your field, can you be attacked?

You mean attacked directly? No, you cannot, in that case, your opponent cannot target any monsters you control for attacks, though cards like Wattgiraffe can still attack you directly.