It is understood the armed man attacked two people in the early night before he was shot dead by an armed civilian.
A major police operation has been launched in response.
A similar attack was carried out just before the recent ceasefire, though it is unknown if the incidents are linked.
A tenuous ceasefire in Gaza remains in place with Hamas set to release more Israeli hostages in coming days.
