Officers were called to Caledonia Road shortly before 8:30pm last night following reports of around six men damaging vehicles in the street.
They are then said to have smashed the window of a nearby house before carrying out the assault.
The suspects left the scene before officers arrived and police patrols have been increased in the area today.