ATM fraud is a global issue predominantly caused by customer negligence and includes methods such as skimming, shoulder surfing, card trapping, transaction reversal fraud, and fake pin pad overlays. Skimming involves stealing data from card magnetic strips, while shoulder surfing entails observing PIN entry. Additional methods like card trapping physically retain cards to allow thieves to access accounts, and transaction reversal fraud creates the illusion that cash was not dispensed to illegally recredit accounts.