Yes, there are ATM scams. One common one involves card skimmers, a device that a fraudster attaches to an ATM (or gas pump card reader) in order to fraudulently collect the account information of users. Inspect card readers for signs of tampering; you may try to wiggle an ATM’s card reader to detect card skimmers.