Superintendent of Police Pradeep Gupta said the accused Vipin, Manish and Atul Kumar were booked under Gangster Act yesterday.
The trio was arrested on October 7 on charges of stealing Rs 62 lakh from three ATMs in the city on September 25.
Police recovered Rs 24 lakh and seized three vehicles purchased from the stolen money.