It happened on Thursday morning at the Old Second National Bank on Route 59 in Warrenville.
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A surveillance camera captured images of the incident.
Authorities said the suspects attached a hook and a chain to the ATM, and then used a stolen white truck to pull it from the ground.
They drove off in a Grey Ford Escape. Officials did not immediately provide further information.