Vijay Shanker Pandey, Rahul Kumar Singh and Ketan Anand o used to steal the details of the cards from ATM outlets and then used them to purchase air and railway tickets as well as other goods online, police said.
The police acted on a complaint lodged by a woman, who alleged that an amount of Rs 51,376 was debited from her bank account for purchasing tickets of Air India Flight from Delhi to Tirupati.
An FIR was lodged for offence of cheating at the Rajouri Garden police station.
Police recovered five ATM cards and several items purchased online by the accused including a TV, three bundles of electric wire, two mobile phones, three ceiling fans, a laptop and eight sim cards.