Police were called to a home in the area of Juneberry and Fox Grape Road in Thorold after reports of shots being fired around 2:00 a.m. yesterday morning.
No one was injured in the incident.
Police say the suspects fled in a burgundy SUV or minivan before they arrived on the scene.
They're looking for two two male suspects, described as having darker complexions wearing hoodies and face masks.
Anyone with information, or who was in the area at the time of the incident, is asked to contact detectives.