Police were notified after bank security personnel noticed a group of men placing skimming devices on the drive - thru ATM at the SunTrust Bank at 6052 Burke Commons Road on July 6 . The three suspects were described as white men in their 30s and that one carried a pizza box . Police said ATM skimming devices were also placed at SunTrust banks at two other addresses : 6126 Rolling Road on June 28 and 9400 Richmond Highway on June 6 . Affected customers were notified by the banks , but police urged the public to look closely at ATMs when they use them . " The skimming devices may appear on machines .. .and may be affixed loosely to machines with tape , " police warned in a statement issued Friday . ;