They'll refund you after you've already lost the money, or the attacker might use the bank details as part of larger-scale identity theft that might come to leave you in hot water with law enforcement if he uses your identity to commit a crime. All that inconvenience is your own loss, and the bank paying damages for that doesn't really "fix it"