According to police, the attack was carried out by two persons who were riding pillion on a motorcycle at around 1:30 AM when they hurled stones at the Saint George Catholic church located near a bridge in the area.
In the incident, the covering glass outside the statue of Saint George got damaged.
The trio, comprising the biker and the pillion riders, were covering their faces, a police official said, adding the incident was captured on a CCTV camera and the footage has been verified by the police.
Meanwhile, additional reinforcements were called in and security around the area has been tightened, the official said.