Gunfire was reported in a private home in Jerusalem's City of David, according to the Israel Police.
One man was injured and was evacuated by Magen David Adom to the hospital.
Policemen, investigators and forensic experts have arrived at the scene. The weapon has been seized and an investigation has begun.
This is a developing story.