Police say the man was seen on surveillance camera on May 26 walking through the backyards of several homes on the unit block of Oak View Drive in the Thornwood Community.
They say he allegedly cut the screen of a window and tried to go into one home, but was unsuccessful.
Detectives believe the suspect is associated with a red Honda Civic that was parked nearby.
Anyone with information is asked to contact police.