Money Bank account fraud: How to stop scammers using caller ID spoofing December 20, 2018 Chanelle Bessette, NerdWallet Comments Off on Bank account fraud: How to stop scammers using caller ID spoofing Using “caller ID spoofing,” scammers can make it look like they’re calling from your bank’s phone number, and then end up draining your account.