The accused identified as Anil Jangid (30) and Priya Seth (25) tried to crack open the machine with the help of a gas cutter in the wee hours today, SHO of Mansarovar Thana said.
They were caught by a night flying squad who saw them cutting the ATM machine of Bank of India (BoI), he said.
The accused could hardly collect a minimal amount from the ATM as the policemen intercepted them arresting the duo on the spot, he said.